Optimization based on the smart behavior of plants with its engineering applications: Ivy algorithm

This study presents a powerful and new modeling variant of bio-inspired algorithms, namely, the Ivy algorithm (IVYA), drawn from the growth patterns of Ivy plants. The algorithm simulates the coordinated and ordered population growth and the spreading and evolution of Ivy plants. The growth rate of...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Knowledge-based systems Ročník 295; s. 111850
Hlavní autoři: Ghasemi, Mojtaba, Zare, Mohsen, Trojovský, Pavel, Rao, Ravipudi Venkata, Trojovská, Eva, Kandasamy, Venkatachalam
Médium: Journal Article
Jazyk:angličtina
Vydáno: Elsevier B.V 08.07.2024
Témata:
Engineering design
Global optimization
Ivy algorithm
Meta-heuristic algorithms
Nature-inspired algorithm
Engineering design
Global optimization
Nature-inspired algorithm
Meta-heuristic algorithms
Ivy algorithm
ISSN:0950-7051, 1872-7409
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract This study presents a powerful and new modeling variant of bio-inspired algorithms, namely, the Ivy algorithm (IVYA), drawn from the growth patterns of Ivy plants. The algorithm simulates the coordinated and ordered population growth and the spreading and evolution of Ivy plants. The growth rate of Ivy plants is modeled using a differential equation and a data-intensive experimental process. The algorithm utilizes the knowledge of nearby Ivy plants to determine the direction of growth. Additionally, the algorithm mimics the behavior of Ivy plants in nature by choosing the closest and most vital neighbor for self-improvement. The IVYA's unique characteristics of preserving population diversity and its simplicity and flexibility allow for easy modification and extension, thus enabling researchers and practitioners to explore various modifications and techniques to enhance its performance and capabilities. These are the basic needs in optimizing engineering problems. The IVYA is compared with ten other algorithms on 26 classical test functions, demonstrating superior performance. Furthermore, the effectiveness of IVYA is shown by solving 12 engineering optimization problems and comparing the results with various optimization algorithms. The experimental results highlight the efficacy and competitiveness of the IVYA in solving optimization problems. Consider that the source code of the IVYA is publicly available at https://www.optim-app.com/projects/ivya.
AbstractList This study presents a powerful and new modeling variant of bio-inspired algorithms, namely, the Ivy algorithm (IVYA), drawn from the growth patterns of Ivy plants. The algorithm simulates the coordinated and ordered population growth and the spreading and evolution of Ivy plants. The growth rate of Ivy plants is modeled using a differential equation and a data-intensive experimental process. The algorithm utilizes the knowledge of nearby Ivy plants to determine the direction of growth. Additionally, the algorithm mimics the behavior of Ivy plants in nature by choosing the closest and most vital neighbor for self-improvement. The IVYA's unique characteristics of preserving population diversity and its simplicity and flexibility allow for easy modification and extension, thus enabling researchers and practitioners to explore various modifications and techniques to enhance its performance and capabilities. These are the basic needs in optimizing engineering problems. The IVYA is compared with ten other algorithms on 26 classical test functions, demonstrating superior performance. Furthermore, the effectiveness of IVYA is shown by solving 12 engineering optimization problems and comparing the results with various optimization algorithms. The experimental results highlight the efficacy and competitiveness of the IVYA in solving optimization problems. Consider that the source code of the IVYA is publicly available at https://www.optim-app.com/projects/ivya.
ArticleNumber 111850
Author Trojovský, Pavel
Zare, Mohsen
Rao, Ravipudi Venkata
Trojovská, Eva
Kandasamy, Venkatachalam
Ghasemi, Mojtaba
Author_xml – sequence: 1
  givenname: Mojtaba
  surname: Ghasemi
  fullname: Ghasemi, Mojtaba
  organization: Department of Electronics and Electrical Engineering, Shiraz University of Technology, Shiraz, Iran
– sequence: 2
  givenname: Mohsen
  orcidid: 0000-0002-2604-615X
  surname: Zare
  fullname: Zare, Mohsen
  organization: Department of Electrical Engineering, Faculty of Engineering, Jahrom University, Jahrom, Iran
– sequence: 3
  givenname: Pavel
  orcidid: 0000-0001-8992-125X
  surname: Trojovský
  fullname: Trojovský, Pavel
  email: pavel.trojovsky@uhk.cz
  organization: Department of Mathematics, Faculty of Science, University of Hradec Králové, Rokitanského 62, Hradec Králové, Czech Republic
– sequence: 4
  givenname: Ravipudi Venkata
  surname: Rao
  fullname: Rao, Ravipudi Venkata
  organization: Department of Mechanical Engineering, Sardar Vallabhbhai National Institute of Technology, Ichchanath, Surat, Gujarat, India
– sequence: 5
  givenname: Eva
  orcidid: 0000-0001-9901-5867
  surname: Trojovská
  fullname: Trojovská, Eva
  organization: Department of Mathematics, Faculty of Science, University of Hradec Králové, Rokitanského 62, Hradec Králové, Czech Republic
– sequence: 6
  givenname: Venkatachalam
  surname: Kandasamy
  fullname: Kandasamy, Venkatachalam
  organization: Department of Mathematics, Faculty of Science, University of Hradec Králové, Rokitanského 62, Hradec Králové, Czech Republic
BookMark eNqFkMtOwzAQRS1UJNrCH7DwDyTYjvPqAglVvKRK3cDacuxJ65LakW0Vla8nbVixgNXcxZyrmTNDE-ssIHRLSUoJLe526Yd14RhSRhhPKaVVTi7QlFYlS0pO6gmakjonSUlyeoVmIewIIYzRaorUuo9mb75kNM7iRgbQeAhxCzjspY-4ga08GOexa3HfSRsD_jRxi80QwG6MBfDGbrDs-86oc01Y4NfDEctu4_ywur9Gl63sAtz8zDl6f3p8W74kq_Xz6_JhlaiMFDHRlWKMSV4Bh0prUtSNbHOeZZxxXihgkhKABrIiV1BmuS6hUFpCrlpaZLLO5mgx9irvQvDQCmXi-aLopekEJeKkS-zEqEucdIlR1wDzX3DvzWDg-B92P2IwPHYw4EVQBqwCbTyoKLQzfxd8A9mSi9k
CitedBy_id crossref_primary_10_1007_s42235_025_00688_7
crossref_primary_10_1016_j_cma_2025_118318
crossref_primary_10_1016_j_tust_2025_106901
crossref_primary_10_3390_app15179671
crossref_primary_10_1038_s41598_025_17177_w
crossref_primary_10_1016_j_eswa_2025_127578
crossref_primary_10_1016_j_energy_2025_137964
crossref_primary_10_3390_biomimetics10080542
crossref_primary_10_1080_10426914_2025_2535312
crossref_primary_10_1016_j_knosys_2025_114419
crossref_primary_10_1016_j_compbiomed_2024_109314
crossref_primary_10_1088_1361_6501_ad9bd7
crossref_primary_10_1016_j_patcog_2025_111901
crossref_primary_10_1016_j_matcom_2025_04_003
crossref_primary_10_1109_TGRS_2025_3598574
crossref_primary_10_1109_TGRS_2025_3527138
crossref_primary_10_1007_s10462_025_11269_9
crossref_primary_10_1016_j_applthermaleng_2025_128310
crossref_primary_10_1038_s41598_024_82918_2
crossref_primary_10_3390_electronics14163305
crossref_primary_10_3390_ma18133123
crossref_primary_10_1016_j_engappai_2025_111117
crossref_primary_10_1007_s10586_025_05380_3
crossref_primary_10_3390_biomimetics10050342
crossref_primary_10_1080_10916466_2025_2536466
crossref_primary_10_1016_j_eswa_2025_128799
crossref_primary_10_1016_j_conbuildmat_2025_143322
crossref_primary_10_1016_j_mtcomm_2025_111882
crossref_primary_10_3390_jmse13050873
crossref_primary_10_1016_j_cma_2024_117251
crossref_primary_10_1038_s41598_025_01678_9
crossref_primary_10_1088_1402_4896_adbfd6
crossref_primary_10_1016_j_rineng_2025_104215
crossref_primary_10_3390_machines13030248
crossref_primary_10_3390_su16177613
crossref_primary_10_1016_j_aei_2024_102923
crossref_primary_10_1016_j_bspc_2025_108349
crossref_primary_10_1016_j_measurement_2025_118913
crossref_primary_10_3390_a18040192
crossref_primary_10_1007_s10825_024_02205_1
crossref_primary_10_1016_j_rineng_2025_106883
crossref_primary_10_1007_s44443_025_00139_7
crossref_primary_10_3390_app15094920
crossref_primary_10_1038_s41598_024_76010_y
crossref_primary_10_1016_j_ast_2025_110950
crossref_primary_10_1016_j_advengsoft_2024_103862
crossref_primary_10_1016_j_heliyon_2024_e40068
crossref_primary_10_1007_s11760_025_04610_w
crossref_primary_10_1016_j_advengsoft_2025_103983
crossref_primary_10_1016_j_swevo_2025_102154
crossref_primary_10_1038_s41598_024_80648_z
crossref_primary_10_1038_s41598_025_88080_7
crossref_primary_10_1038_s41598_025_88242_7
crossref_primary_10_1109_TIM_2025_3577846
crossref_primary_10_1016_j_energy_2025_136419
crossref_primary_10_1007_s10462_025_11239_1
crossref_primary_10_3390_biomimetics10040233
crossref_primary_10_59400_sv3502
crossref_primary_10_3390_electronics14183653
crossref_primary_10_1109_JSEN_2025_3587987
crossref_primary_10_1016_j_applthermaleng_2024_124052
crossref_primary_10_1016_j_ins_2025_122649
crossref_primary_10_1038_s41598_025_12307_w
crossref_primary_10_3390_biomimetics10080515
crossref_primary_10_1038_s41598_025_05477_0
crossref_primary_10_1002_cpe_70282
crossref_primary_10_1016_j_rser_2025_115603
crossref_primary_10_1007_s10586_024_04678_y
crossref_primary_10_3390_en17225799
crossref_primary_10_3390_biomimetics10070471
crossref_primary_10_1177_09544070251327694
crossref_primary_10_1038_s41598_025_12816_8
crossref_primary_10_1016_j_knosys_2025_113978
crossref_primary_10_3390_electronics14071290
crossref_primary_10_3390_en18071612
crossref_primary_10_3390_math13030405
crossref_primary_10_1016_j_jrmge_2025_03_051
crossref_primary_10_1080_01431161_2025_2518507
crossref_primary_10_1109_ACCESS_2024_3449998
crossref_primary_10_1016_j_aei_2024_102783
crossref_primary_10_1016_j_jpowsour_2025_237953
crossref_primary_10_1186_s40537_025_01140_7
crossref_primary_10_3390_jmse13040731
crossref_primary_10_1007_s12239_025_00234_8
crossref_primary_10_1016_j_rineng_2025_105130
crossref_primary_10_1016_j_enconman_2025_120336
crossref_primary_10_3390_app15105456
Cites_doi 10.1080/03052150410001704845
10.1016/j.advengsoft.2018.04.007
10.1016/j.engappai.2022.105075
10.1007/s00500-023-08925-z
10.1016/j.asoc.2019.03.012
10.1016/j.eswa.2021.114689
10.1109/TCYB.2014.2322602
10.1016/j.future.2019.02.028
10.1007/s10489-017-0903-6
10.1007/978-981-33-4543-0_57
10.1126/science.15739260
10.1016/j.advengsoft.2013.12.007
10.1016/j.eswa.2022.117118
10.1007/s00500-021-06404-x
10.1016/j.asoc.2023.110479
10.1016/j.array.2021.100074
10.1016/j.advengsoft.2022.103177
10.1016/j.eswa.2021.114685
10.1016/j.eswa.2018.10.050
10.1007/s10489-022-03994-3
10.1007/s00500-013-1073-z
10.1016/j.asoc.2020.106367
10.3390/math10193466
10.1016/j.matcom.2021.08.013
10.1016/j.neucom.2023.02.010
10.1016/j.asoc.2023.110573
10.1016/j.swevo.2018.02.013
10.1016/j.eswa.2023.122200
10.1007/s00158-008-0238-3
10.1016/j.asoc.2015.07.045
10.1111/j.1399-3054.1980.tb03318.x
10.1007/s40747-016-0022-8
10.1016/j.eswa.2015.04.055
10.1016/j.swevo.2020.100693
10.1016/j.advengsoft.2017.05.014
10.1007/s00366-018-0620-8
10.1016/j.eswa.2020.114522
10.1016/j.matcom.2022.07.018
10.1016/j.matcom.2022.12.027
10.1016/j.engappai.2022.105082
10.1007/s11258-012-0130-5
10.1109/MHS.1995.494215
10.1016/j.eswa.2009.06.044
10.3390/math10101626
10.1016/j.future.2020.03.055
10.1109/ACCESS.2022.3223388
10.1016/j.knosys.2023.111081
10.1016/j.applthermaleng.2022.118687
10.1016/j.eswa.2020.114107
10.1016/j.eswa.2023.120886
10.1016/j.eswa.2023.121744
10.1016/j.knosys.2015.12.022
10.1007/s10898-016-0444-2
10.1016/j.advengsoft.2016.01.008
10.1007/s40747-021-00346-5
10.1007/s11831-019-09343-x
10.1016/j.asoc.2020.106392
10.1016/j.ecoinf.2006.07.003
10.1038/scientificamerican0792-66
10.1016/j.knosys.2022.109215
10.1007/s00521-018-3592-0
10.1016/j.eswa.2023.122638
10.1016/j.eswa.2020.113340
10.1016/j.knosys.2024.111402
10.1007/s12065-022-00714-1
10.1016/j.engappai.2020.103666
10.3390/s22030855
10.1016/j.aei.2024.102354
10.1016/j.knosys.2020.105709
10.1016/j.amc.2006.07.105
10.1016/j.eswa.2022.116924
10.1016/j.asej.2019.10.004
10.1016/j.autcon.2023.105055
10.1007/s00521-023-08229-1
10.1016/j.amc.2009.01.048
10.1016/j.eswa.2021.116158
10.1016/j.engappai.2019.103330
10.1109/TEVC.2003.814902
10.1002/suco.202300138
10.1016/j.eswa.2023.122413
10.1016/j.ins.2015.06.044
10.1038/s41598-023-44770-8
10.1109/ACCESS.2023.3328248
10.1093/comjnl/bxy133
10.1016/j.cma.2022.114616
10.1016/j.ins.2020.06.037
10.1016/j.eswa.2022.116516
10.1109/TEVC.2008.919004
10.1016/j.knosys.2022.110248
10.1016/j.knosys.2019.105190
10.1016/j.knosys.2022.110206
10.1016/j.asoc.2020.106833
10.1016/j.ins.2021.11.043
10.1016/j.knosys.2022.108457
10.3390/app8030329
10.1007/s00521-022-07639-x
10.1016/j.knosys.2020.106711
10.1007/s10845-010-0393-4
10.1038/s41598-024-54910-3
10.1038/s41598-024-56521-4
10.1016/j.cma.2022.115734
10.1007/s11227-021-03943-w
10.1016/j.engappai.2023.106121
10.1016/j.cma.2020.113609
10.1007/s12065-018-0172-2
10.1002/etep.2536
10.1016/j.autcon.2017.10.019
10.1016/j.biosystems.2018.09.007
10.1016/j.knosys.2018.06.001
10.1080/03052150410001704854
10.1016/j.asoc.2017.06.033
10.1016/j.matcom.2020.05.023
10.1007/s00366-011-0241-y
10.1016/j.ins.2006.09.012
10.1016/j.knosys.2020.106425
10.1016/j.asoc.2012.11.026
10.1007/s10462-022-10341-y
10.1016/j.knosys.2023.110454
10.1016/j.cie.2018.12.033
10.1080/21642583.2019.1708830
10.1016/j.engappai.2020.103731
10.1089/big.2020.0051
10.1007/s10898-005-3693-z
10.1016/j.engappai.2020.103541
10.1007/s10462-016-9486-6
10.1007/s00521-019-04452-x
10.1016/j.jocs.2021.101483
10.1016/j.compstruc.2016.03.001
10.1016/j.compbiomed.2024.108064
10.1016/j.matcom.2022.05.015
10.1155/2013/130750
10.1016/j.matcom.2022.06.007
10.1016/j.cnsns.2023.107338
10.1016/j.eswa.2021.116026
10.1016/j.aei.2023.102210
10.1016/j.future.2019.07.015
10.1016/j.cma.2022.114570
10.1016/j.cie.2021.107250
10.1109/ACCESS.2019.2907012
10.1016/j.engappai.2006.03.003
10.1016/j.engappai.2016.04.004
10.1016/j.knosys.2019.105169
10.1016/j.istruc.2020.07.058
10.1007/978-3-642-22185-9_6
10.1155/2015/904364
10.1016/j.asoc.2019.106018
10.1016/j.eswa.2020.113377
10.1016/j.aei.2005.09.001
10.1016/j.jocs.2023.102010
10.1016/j.compstruc.2014.03.007
10.1016/j.engappai.2018.04.021
10.1007/s42235-021-0050-y
10.1016/j.petrol.2020.107512
10.1016/j.asoc.2017.11.043
10.1016/j.cma.2023.116446
10.1109/ACCESS.2019.2918753
10.1016/j.eswa.2022.119211
10.1016/j.knosys.2022.109484
10.1016/j.swevo.2011.02.002
10.1007/s12206-008-0917-4
10.1016/j.apm.2020.12.007
10.1007/s00500-018-3102-4
10.1007/s00500-022-06903-5
10.1016/j.engappai.2022.105501
10.1093/comjnl/7.4.308
10.1016/j.engappai.2022.104763
10.1016/j.cma.2021.114194
10.1007/s00521-019-04575-1
10.1016/j.knosys.2022.110032
10.1038/s41598-022-14338-z
10.1016/j.eswa.2021.115352
10.1016/j.advengsoft.2017.01.004
10.1016/j.eswa.2021.115665
10.1016/j.aej.2023.10.029
10.1093/biosci/biw048
10.1016/j.engappai.2019.08.025
10.1016/j.knosys.2015.07.006
10.1109/ACCESS.2022.3153493
10.1007/s00500-018-3536-8
10.1007/s00500-021-06441-6
10.1038/415841a
10.1016/j.engappai.2019.01.001
10.1016/j.engappai.2023.107532
10.1016/j.advengsoft.2017.03.014
10.3390/math11204224
ContentType Journal Article
Copyright 2024 Elsevier B.V.
Copyright_xml – notice: 2024 Elsevier B.V.
DBID AAYXX
CITATION
DOI 10.1016/j.knosys.2024.111850
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Computer Science
EISSN 1872-7409
ExternalDocumentID 10_1016_j_knosys_2024_111850
S0950705124004842
GroupedDBID --K
--M
.DC
.~1
0R~
1B1
1~.
1~5
4.4
457
4G.
5VS
7-5
71M
77K
8P~
9JN
AACTN
AAEDT
AAEDW
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAXUO
AAYFN
ABAOU
ABBOA
ABIVO
ABJNI
ABMAC
ACDAQ
ACGFS
ACRLP
ACZNC
ADBBV
ADEZE
ADGUI
ADTZH
AEBSH
AECPX
AEKER
AENEX
AFKWA
AFTJW
AGHFR
AGUBO
AGYEJ
AHHHB
AHJVU
AHZHX
AIALX
AIEXJ
AIKHN
AITUG
AJOXV
AKRWK
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AOUOD
ARUGR
AXJTR
BJAXD
BKOJK
BLXMC
CS3
DU5
EBS
EFJIC
EO8
EO9
EP2
EP3
FDB
FIRID
FNPLU
FYGXN
G-Q
GBLVA
GBOLZ
IHE
J1W
JJJVA
KOM
LG9
LY7
M41
MHUIS
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
PQQKQ
Q38
RIG
ROL
RPZ
SDF
SDG
SDP
SES
SEW
SPC
SPCBC
SST
SSV
SSW
SSZ
T5K
WH7
XPP
ZMT
~02
~G-
29L
77I
9DU
AAQXK
AATTM
AAXKI
AAYWO
AAYXX
ABDPE
ABWVN
ABXDB
ACLOT
ACNNM
ACRPL
ACVFH
ADCNI
ADJOM
ADMUD
ADNMO
AEIPS
AEUPX
AFJKZ
AFPUW
AGQPQ
AIGII
AIIUN
AKBMS
AKYEP
ANKPU
APXCP
ASPBG
AVWKF
AZFZN
CITATION
EFKBS
EFLBG
EJD
FEDTE
FGOYB
G-2
HLZ
HVGLF
HZ~
R2-
SBC
SET
UHS
WUQ
~HD
ID FETCH-LOGICAL-c306t-d8c222a48e4e8dd069baf543342446ce2a10eebe365ce735d7e6cdae5cf163a93
ISICitedReferencesCount 108
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001239316900001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0950-7051
IngestDate Tue Nov 18 22:35:34 EST 2025
Sat Nov 29 01:33:39 EST 2025
Wed Jun 26 17:50:58 EDT 2024
IsPeerReviewed true
IsScholarly true
Keywords Engineering design
Global optimization
Nature-inspired algorithm
Meta-heuristic algorithms
Ivy algorithm
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c306t-d8c222a48e4e8dd069baf543342446ce2a10eebe365ce735d7e6cdae5cf163a93
ORCID 0000-0002-2604-615X
0000-0001-9901-5867
0000-0001-8992-125X
ParticipantIDs crossref_citationtrail_10_1016_j_knosys_2024_111850
crossref_primary_10_1016_j_knosys_2024_111850
elsevier_sciencedirect_doi_10_1016_j_knosys_2024_111850
PublicationCentury 2000
PublicationDate 2024-07-08
PublicationDateYYYYMMDD 2024-07-08
PublicationDate_xml – month: 07
  year: 2024
  text: 2024-07-08
  day: 08
PublicationDecade 2020
PublicationTitle Knowledge-based systems
PublicationYear 2024
Publisher Elsevier B.V
Publisher_xml – name: Elsevier B.V
References Mezura-Montes, Coello (bib0228) 2005
Faramarzi, Heidarinejad, Mirjalili, Gandomi (bib0039) 2020; 152
Jain, Singh, Rani (bib0036) 2019; 44
Kahraman, Katı, Aras, Taşci (bib0007) 2023; 122
Abdel-Baset, Hezam (bib0235) 2016; 140
Yildiz, Abderazek, Mirjalili (bib0207) 2020; 27
Abualigah, Abd Elaziz, Sumari, Geem, Gandomi (bib0173) 2022; 191
Song, Wang, Heidari, Wang, Zhao, Chen (bib0183) 2021; 215
Kim, Lee (bib0232) 2009; 23
Kashan, Tavakkoli-Moghaddam, Gen (bib0127) 2019; 128
Mezura-Montes, Hernández-Ocana (bib0195) 2008
Jiang, Wu, Zhu, Zhang (bib0013) 2022; 188
Öztürk, Kahraman (bib0166) 2023; 145
Cheng, Wu, Wang (bib0145) 2018; 8
Abdel-Basset, Mohamed, Azeem, Jameel, Abouhawwash (bib0118) 2023; 268
Goodarzimehr, Talatahari, Shojaee, Hamzehei-Javaran (bib0115) 2023; 403
Zhang, Wang, Zhao, Wang (bib0188) 2023; 203
Kumar, Wu, Ali, Mallipeddi, Suganthan, Das (bib0176) 2020; 56
Thapliyal, Kumar (bib0122) 2024
Su, Dong, Liu, Mu, Li, Xia (bib0137) 2024; 14
Gandomi, Roke (bib0233) 2014
Tang, Dong, Jiang, Li, Huang (bib0125) 2015; 36
Ahmadianfar, Bozorg-Haddad, Chu (bib0105) 2020; 540
Rabie, Mansour, Saleh (bib0059) 2023
Sugantthan (bib0180) 2020
Zhang, Wen (bib0072) 2024
Kamboj, Nandi, Bhadoria, Sehgal (bib0214) 2020; 89
Sulaiman, Mustaffa, Saari, Daniyal (bib0015) 2020; 87
Li, Chen, Liang, Luo, Zhao, Dong (bib0019) 2022; 586
Heidari, Mirjalili, Faris, Aljarah, Mafarja, Chen (bib0035) 2019; 97
Su, Zhao, Heidari, Liu, Zhang, Mafarja (bib0121) 2023; 532
Li, Zhao, Heidari, Wang, Chen, Zhang (bib0197) 2024
McClintock (bib0140) 1984; 226
Kadkhoda Mohammadi, Nazarpour, Beiraghi (bib0131) 2023; 35
Lian, Hui, Ma, Zhu, Wu, Heidari (bib0071) 2024
Moosavi, Bardsiri (bib0083) 2019; 86
Qais, Hasanien, Turky, Alghuwainem, Tostado-Véliz, Jurado (bib0111) 2022; 10
Zhang, Liang, Huang, Wu, Yang (bib0191) 2009; 211
Bai, Li, Zheng, Khatir, Benaisa, Abualigah (bib0117) 2023
Trewavas (bib0141) 2002; 415
Abdullah, Ahmed (bib0029) 2019; 7
Mirrashid, Naderpour (bib0075) 2022; 7
Dhiman, Kumar (bib0021) 2018; 159
Talatahari, Azizi (bib0237) 2021; 93
Zhang, Zhu, Chen (bib0151) 2014; 18
Emami (bib0218) 2022; 78
Catalbas, Gulten (bib0049) 2022
Mart\’\inez-Álvarez, Asencio-Cortés, Torres, Gutiérrez-Avilés, Melgar-Garc\’\ia, Pérez-Chacón (bib0128) 2020; 8
Zhao, Wang, Zhang, Fan, Zhang, Mirjalili (bib0068) 2024; 238
Gajawada (bib0073) December, 2013
Goodarzimehr, Shojaee, Hamzehei-Javaran, Talatahari (bib0114) 2022
Gupta, Deep (bib0187) 2019; 119
Pan, Zhang, Wang, Snášel, Chu (bib0017) 2022; 202
Yadav, Kumar (bib0234) 2020; 149
MiarNaeimi, Azizyan, Rashki (bib0018) 2021; 213
Bernardino, Barbosa, Lemonge (bib0230) 2007
Xiao, Li, Liu, Tan (bib0212) 2023; 13
Li, Chen, Wang, Heidari, Mirjalili (bib0038) 2020; 111
Mehrabian, Lucas (bib0146) 2006; 1
Tu, Chen, Wang, Gandomi (bib0024) 2021; 18
Storn, Price (bib0159) 1995
Duman, Kahraman, Sonmez, Guvenc, Kati, Aras (bib0098) 2022; 111
Askarzadeh (bib0025) 2016; 169
Rao (bib0174) 2020; 11
Wagan, Shaikh (bib0085) 2020; 90
Y\ilmaz, Cengiz, Kahraman (bib0136) 2024; 245
Zare, Ghasemi, Zahedi, Golalipour, Mohammadi, Mirjalili (bib0189) 2023
Cheng, Jin (bib0031) 2014; 45
Ghasemi, Akbari, Jun, Bateni, Zare, Zahedi (bib0008) 2022; 16
Houssein, Mahdy, Blondin, Shebl, Mohamed (bib0223) 2021; 174
Gao (bib0120) 2023
Kahraman, Aras, Gedikli (bib0093) 2020; 190
Montiel, Castillo, Melin, D\’\iaz, Sepúlveda (bib0078) 2007; 177
Jia, Sun, Zhang, Leng (bib0206) 2022; 8
Gao, Zhang, Wang, Wang, Qin (bib0134) 2024
Duman, Kahraman, Kati (bib0096) 2023; 117
Shi, Eberhart (bib0171) 1998
Zhong, Li, Meng (bib0045) 2022; 251
Radhakrishnan, Jeyakumar (bib0124) 2021
Mirjalili, Mirjalili, Lewis (bib0163) 2014; 69
Wang, Cai, Zhou, Fan (bib0219) 2009; 37
Ghasemi, Davoudkhani, Akbari, Rahimnejad, Ghavidel, Li (bib0005) 2020; 92
Nematollahi, Rahiminejad, Vahidi (bib0107) 2017; 59
Houssein, Saad, Hashim, Shaban, Hassaballah (bib0108) 2020; 94
Gurrola-Ramos, Hernàndez-Aguirre, Dalmau-Cedeño (bib0220) 2020
De (bib0064) 2023; 56
Kahraman, Bakir, Duman, Kat\i, Aras, Guvenc (bib0095) 2022
Hedar, Fukushima (bib0193) 2006; 35
Veysari (bib0088) 2022; 193
Yazdani, Jolai (bib0160) 2016; 3
Moghdani, Salimifard (bib0076) 2018; 64
Dhiman, Kumar (bib0215) 2017; 114
Yang (bib0149) 2012
Thapliyal, Kumar (bib0090) 2023; 27
Brammya, Praveena, Ninu Preetha, Ramya, Rajakumar, Binu (bib0201) 2019
Chun, Kim, Kim (bib0200) 2013; 5
Chopra, Ansari (bib0011) 2022; 198
Hwang, He (bib0190) 2006; 20
Hussain, Salleh, Cheng, Shi (bib0167) 2019; 31
Hashim, Houssein, Mabrouk, Al-Atabany, Mirjalili (bib0102) 2019; 101
Zhao, Wang, Zhang, Mirjalili, Khodadadi, Ge (bib0116) 2023; 417
Majumder (bib0063) 2023; 16
Hashim, Houssein, Hussain, Mabrouk, Al-Atabany (bib0047) 2022; 192
Sallam, Elsayed, Chakrabortty, Ryan (bib0221) 2020
Zhao, Wang, Mirjalili (bib0208) 2022; 388
Nelder, Mead (bib0004) 1965; 7
Agushaka, Ezugwu, Abualigah (bib0022) 2022; 391
Khalid, Hosny, Mirjalili (bib0130) 2022; 34
Zhao, Wang, Zhang (bib0082) 2019; 7
Akay, Karaboga (bib0213) 2012; 23
Cai, Yang, Chen (bib0147) 2008; 1
Ahmadianfar, Heidari, Noshadian, Chen, Gandomi (bib0226) 2022
Simon (bib0172) 2008; 12
Braik (bib0210) 2021; 174
Abdollahzadeh, Khodadadi, Barshandeh, Trojovsk\`y, Gharehchopogh, El-kenawy (bib0070) 2024
He, Cui (bib0205) 2023
Wang, Cao, Zhang, Mirjalili, Zhao (bib0052) 2022; 114
dos Santos, dos Santos, Scarano (bib0142) 2024
Shi (bib0079) 2011
Duman, Kahraman, Korkmaz, Bakir, Guvenc, Yilmaz (bib0099) 2021
dos Santos Coelho (bib0199) 2010; 37
Saremi, Mirjalili, Lewis (bib0184) 2017; 105
Sadollah, Bahreininejad, Eskandar, Hamdi (bib0030) 2013; 13
Akyol, Alatas (bib0138) 2017; 47
Ghasemian, Ghasemian, Vahdat-Nejad (bib0086) 2020; 178
Kaveh, Khanzadi, Moghaddam (bib0084) 2020; 27
Zaldivar, Morales, Rodríguez, Valdivia-G, Cuevas, Pérez-Cisneros (bib0028) 2018; 174
Braik, Hammouri, Atwan, Al-Betar, Awadallah (bib0053) 2022; 243
Bernardino, Barbosa, Lemonge, Fonseca (bib0204) 2008
Gürgen, Kahraman, Aras, İsmail (bib0165) 2022; 213
Winfield (bib0003) 1970
Mirjalili (bib0009) 2016; 96
Kallioras, Lagaros, Avtzis (bib0034) 2018; 121
Gandomi, Yang, Alavi (bib0231) 2013; 29
Ghasemi, Rahimnejad, Hemmati, Akbari, Gadsden (bib0012) 2021; 11
Sadeeq, Abdulazeez (bib0054) 2022; 10
Mahdavi-Meymand, Zounemat-Kermani (bib0113) 2022; 258
Sulaiman, Salhi (bib0153) 2015; 2015
Zhao, Zhang, Ma, Wang (bib0062) 2023; 53
Mousavirad, Ebrahimpour-Komleh (bib0192) 2017; 47
Shahrouzi, Kaveh (bib0198) 2022; 57
Zamani, Nadimi-Shahraki, Gandomi (bib0043) 2022; 392
Ahmadi, Giraldo, Hoogsteen (bib0057) 2023; 69
Shadravan, Naji, Bardsiri (bib0026) 2019; 80
Derrac, García, Molina, Herrera (bib0164) 2011; 1
Golalipour, Nowdeh, Akbari, Hamidi, Ghasemi, Abdelaziz (bib0060) 2023; 83
Abdel-Basset, Mohamed, Abouhawwash (bib0065) 2023
Coello, Cortés (bib0203) 2004; 36
Wu, Wang, Burrage, Tian, Lawson, Ding (bib0177) 2020; 149
Liu, Nishi (bib0186) 2020
Punnathanam, Kotecha (bib0106) 2016; 54
Naruei, Keynia (bib0229) 2021; 183
He, Wang (bib0202) 2007; 20
Qi, Zhu, Chen, Zhang, Niu (bib0150) 2013; 9
Bahreininejad, Taib (bib0002) 2022; 172
Kaveh, Dadras (bib0101) 2017; 110
Abualigah, Yousri, Abd Elaziz, Ewees, Al-Qaness, Gandomi (bib0169) 2021; 157
Gomes, da Cunha, Ancelotti (bib0154) 2019; 35
Qais, Hasanien, Alghuwainem, Loo (bib0119) 2023; 11
Wen, Wu, Fan, Wang, Suganthan (bib0182) 2020
Ghasemi, Zare, Zahedi, Akbari, Mirjalili, Abualigah (bib0168) 2023
Emami (bib0209) 2022; 26
Ayyarao, RamaKrishna, Elavarasan, Polumahanthi, Rambabu, Saini (bib0089) 2022; 10
Trewavas (bib0143) 2016; 66
Zhao, Cui, Zeng, Yue (bib0148) 2011
Satapathy, Naik (bib0080) 2016; 2
Akbari, Zare, Azizipanah-Abarghooee, Mirjalili, Deriche (bib0006) 2022; 12
Prayogo, Cheng, Wu, Herdany, Prayogo (bib0236) 2018; 85
Kaur, Awasthi, Sangal, Dhiman (bib0040) 2020; 90
Cheraghalipour, Hajiaghaei-Keshteli, Paydar (bib0144) 2018; 72
Moazzeni, Khamehchi (bib0041) 2020; 195
Ulucan, Yildirim, Alatas, Alyamac (bib0139) 2023; 24
Han, Du, Yuen, Zhu, Li, Yuan (bib0135) 2024; 239
Zhao, Zhang, Cai, Yang (bib0066) 2024; 238
Ghasemi, Ghavidel, Aghaei, Akbari, Li (bib0103) 2018; 28
Gupta, Deep (bib0178) 2020; 93
Arora, Singh (bib0010) 2019; 23
Kaveh, Mesgari, Saeidian (bib0158) 2023; 208
Kiran (bib0152) 2015; 42
Abualigah, Diabat, Mirjalili, Abd Elaziz, Gandomi (bib0170) 2021; 376
Mezura-Montes, Velázquez-Reyes, Coello (bib0211) 2006
Holland (bib0126) 1992; 267
Parsopoulos, Vrahatis (bib0194) 2005
Sowmya, Premkumar, Jangir (bib0123) 2024; 128
Mohammad Hasani Zade, Mansouri (bib0050) 2022; 26
Zhao, Wang, Zhang (bib0027) 2020; 32
Lian, Hui (bib0091) 2024; 241
Hu, Guo, Wei, Abualigah, Khan (bib0056) 2023; 58
Eberhart, Kennedy (bib0032) 1995
Kizilay, Tasgetiren, Oztop, Kandiller, Suganthan (bib0181) 2020
Jaya (bib0023) 2016; 7
Askari, Younas, Saeed (bib0074) 2020; 195
Hu, Du, Chen, Wei (bib0069) 2024; 59
Ćalasan, Micev, Djurovic, Mageed (bib0129) 2020
Połap, Woźniak (bib0042) 2021; 166
Castagneri, Garbarino, Nola (bib0161) 2013; 214
Faramarzi, Heidarinejad, Stephens, Mirjalili (bib0104) 2020; 191
Mirjalili, Lewis (bib0175) 2016; 95
Abdel-Basset, Mohamed, Jameel, Abouhawwash (bib0055) 2023; 262
Hellwig, Beyer (bib0222) 2020
Pan, Tang, Lao (bib0112) 2022
Taheri, RahimiZadeh, Beheshti, Baumbach, Rao, Mirjalili (bib0092) 2023
Çimen, Yalçin (bib0001) 2022; 26
Xue, Shen (bib0048) 2020; 8
BAUER, BAUER (bib0162) 1980; 49
Anaraki, Farzin (bib0061) 2023; 11
Cheng, Prayogo (bib0185) 2014; 139
Zervoudakis, Tsafarakis (bib0044) 2022
Ong, Ong, Sia (bib0155) 2021; 98
Ozkaya, Kahraman, Duman, Guvenc (bib0094) 2023; 144
Naruei, Keynia (bib0046) 2021
Abdel-Basset, Mohamed, Sallam, Chakrabortty (bib0110) 2022; 10
Ray, Liew (bib0179) 2003; 7
Eslami, Yazdani, Mirzaei, Hadavandi (bib0014) 2022
Zhao, Zhang, Ma, Chen (bib0051) 2022; 114
Salih, Alsewari (bib0087) 2020; 32
Amiri, Mehrabi Hashjin, Montazeri, Mirjalili, Khodadadi (bib0067) 2024; 14
Yang, Deb, Fong (bib0216) 2011
Trojovsk\`y, Dehghani (bib0217) 2022; 22
Mirjalili (bib0033) 2015; 89
Huang, Wang, He (bib0224) 2007; 186
Jia, Lu (bib0133) 2024; 286
Chou, Liu (bib0058) 2023; 155
Chen, Ge, Wan, Deng, Chen, Zou (bib0156) 2022; 200
Ghasemi, Akbari, Rahimnejad, Razavi, Ghavidel, Li (bib0037) 2019; 23
Jia, Peng, Lang (bib0016) 2021; 185
Kahraman, Hassan, Kat\i, Tostado-Véliz, Duman, Kamel (bib00
Zhao (10.1016/j.knosys.2024.111850_bib0068) 2024; 238
Pan (10.1016/j.knosys.2024.111850_bib0112) 2022
Gupta (10.1016/j.knosys.2024.111850_bib0187) 2019; 119
He (10.1016/j.knosys.2024.111850_bib0205) 2023
Moazzeni (10.1016/j.knosys.2024.111850_bib0041) 2020; 195
Gupta (10.1016/j.knosys.2024.111850_bib0178) 2020; 93
Rao (10.1016/j.knosys.2024.111850_bib0174) 2020; 11
Faramarzi (10.1016/j.knosys.2024.111850_bib0039) 2020; 152
Sulaiman (10.1016/j.knosys.2024.111850_bib0153) 2015; 2015
Yildiz (10.1016/j.knosys.2024.111850_bib0207) 2020; 27
Zhang (10.1016/j.knosys.2024.111850_bib0188) 2023; 203
Rabie (10.1016/j.knosys.2024.111850_bib0059) 2023
Ayyarao (10.1016/j.knosys.2024.111850_bib0089) 2022; 10
Kaveh (10.1016/j.knosys.2024.111850_bib0101) 2017; 110
Golalipour (10.1016/j.knosys.2024.111850_bib0060) 2023; 83
Mehrabian (10.1016/j.knosys.2024.111850_bib0146) 2006; 1
Mohammad Hasani Zade (10.1016/j.knosys.2024.111850_bib0050) 2022; 26
Su (10.1016/j.knosys.2024.111850_bib0137) 2024; 14
Cheraghalipour (10.1016/j.knosys.2024.111850_bib0144) 2018; 72
Kaveh (10.1016/j.knosys.2024.111850_bib0158) 2023; 208
He (10.1016/j.knosys.2024.111850_bib0196) 2004; 36
Sulaiman (10.1016/j.knosys.2024.111850_bib0015) 2020; 87
Kim (10.1016/j.knosys.2024.111850_bib0232) 2009; 23
Trewavas (10.1016/j.knosys.2024.111850_bib0141) 2002; 415
Ahmadi (10.1016/j.knosys.2024.111850_bib0057) 2023; 69
Gajawada (10.1016/j.knosys.2024.111850_bib0073) 2013
Gomes (10.1016/j.knosys.2024.111850_bib0154) 2019; 35
Agushaka (10.1016/j.knosys.2024.111850_bib0022) 2022; 391
Jiang (10.1016/j.knosys.2024.111850_bib0013) 2022; 188
Kiran (10.1016/j.knosys.2024.111850_bib0152) 2015; 42
Kaur (10.1016/j.knosys.2024.111850_bib0040) 2020; 90
Kahraman (10.1016/j.knosys.2024.111850_bib0007) 2023; 122
Abualigah (10.1016/j.knosys.2024.111850_bib0169) 2021; 157
Cheng (10.1016/j.knosys.2024.111850_bib0031) 2014; 45
Xiao (10.1016/j.knosys.2024.111850_bib0212) 2023; 13
Veysari (10.1016/j.knosys.2024.111850_bib0088) 2022; 193
He (10.1016/j.knosys.2024.111850_bib0202) 2007; 20
Sugantthan (10.1016/j.knosys.2024.111850_bib0180) 2020
Wu (10.1016/j.knosys.2024.111850_bib0177) 2020; 149
Abdel-Basset (10.1016/j.knosys.2024.111850_bib0118) 2023; 268
Lian (10.1016/j.knosys.2024.111850_bib0071) 2024
Hu (10.1016/j.knosys.2024.111850_bib0069) 2024; 59
Sadeeq (10.1016/j.knosys.2024.111850_bib0054) 2022; 10
Gandomi (10.1016/j.knosys.2024.111850_bib0233) 2014
Jia (10.1016/j.knosys.2024.111850_bib0016) 2021; 185
Akyol (10.1016/j.knosys.2024.111850_bib0138) 2017; 47
Shi (10.1016/j.knosys.2024.111850_bib0171) 1998
Zhao (10.1016/j.knosys.2024.111850_bib0208) 2022; 388
Zervoudakis (10.1016/j.knosys.2024.111850_bib0044) 2022
Bernardino (10.1016/j.knosys.2024.111850_bib0204) 2008
Ghasemi (10.1016/j.knosys.2024.111850_bib0008) 2022; 16
Eslami (10.1016/j.knosys.2024.111850_bib0014) 2022
Yang (10.1016/j.knosys.2024.111850_bib0149) 2012
Bai (10.1016/j.knosys.2024.111850_bib0117) 2023
Zare (10.1016/j.knosys.2024.111850_bib0189) 2023
Abdel-Basset (10.1016/j.knosys.2024.111850_bib0055) 2023; 262
Sowmya (10.1016/j.knosys.2024.111850_bib0123) 2024; 128
Braik (10.1016/j.knosys.2024.111850_bib0053) 2022; 243
Gao (10.1016/j.knosys.2024.111850_bib0134) 2024
Qais (10.1016/j.knosys.2024.111850_bib0111) 2022; 10
Bahreininejad (10.1016/j.knosys.2024.111850_bib0002) 2022; 172
Mahdavi-Meymand (10.1016/j.knosys.2024.111850_bib0113) 2022; 258
Hwang (10.1016/j.knosys.2024.111850_bib0190) 2006; 20
Liu (10.1016/j.knosys.2024.111850_bib0186) 2020
Kaveh (10.1016/j.knosys.2024.111850_bib0084) 2020; 27
Zhao (10.1016/j.knosys.2024.111850_bib0066) 2024; 238
Ćalasan (10.1016/j.knosys.2024.111850_bib0129) 2020
Askari (10.1016/j.knosys.2024.111850_bib0074) 2020; 195
Mezura-Montes (10.1016/j.knosys.2024.111850_bib0228) 2005
Lian (10.1016/j.knosys.2024.111850_bib0091) 2024; 241
Heidari (10.1016/j.knosys.2024.111850_bib0035) 2019; 97
Mirjalili (10.1016/j.knosys.2024.111850_bib0163) 2014; 69
Kumar (10.1016/j.knosys.2024.111850_bib0176) 2020; 56
Zhao (10.1016/j.knosys.2024.111850_bib0062) 2023; 53
Dhiman (10.1016/j.knosys.2024.111850_bib0021) 2018; 159
Mirjalili (10.1016/j.knosys.2024.111850_bib0009) 2016; 96
Mohamed (10.1016/j.knosys.2024.111850_bib0020) 2020; 11
Amiri (10.1016/j.knosys.2024.111850_bib0067) 2024; 14
Yadav (10.1016/j.knosys.2024.111850_bib0234) 2020; 149
Akay (10.1016/j.knosys.2024.111850_bib0213) 2012; 23
Chen (10.1016/j.knosys.2024.111850_bib0156) 2022; 200
Pan (10.1016/j.knosys.2024.111850_bib0017) 2022; 202
Nelder (10.1016/j.knosys.2024.111850_bib0004) 1965; 7
Duman (10.1016/j.knosys.2024.111850_bib0099) 2021
Y\ilmaz (10.1016/j.knosys.2024.111850_bib0136) 2024; 245
Ahmadianfar (10.1016/j.knosys.2024.111850_bib0226) 2022
Yapici (10.1016/j.knosys.2024.111850_bib0227) 2019; 78
Zhong (10.1016/j.knosys.2024.111850_bib0045) 2022; 251
Yang (10.1016/j.knosys.2024.111850_bib0216) 2011
Song (10.1016/j.knosys.2024.111850_bib0183) 2021; 215
Chun (10.1016/j.knosys.2024.111850_bib0200) 2013; 5
Zamani (10.1016/j.knosys.2024.111850_bib0043) 2022; 392
Pereira (10.1016/j.knosys.2024.111850_bib0109) 2021; 170
Shadravan (10.1016/j.knosys.2024.111850_bib0026) 2019; 80
Zhang (10.1016/j.knosys.2024.111850_bib0151) 2014; 18
Majumder (10.1016/j.knosys.2024.111850_bib0063) 2023; 16
Bernardino (10.1016/j.knosys.2024.111850_bib0230) 2007
McClintock (10.1016/j.knosys.2024.111850_bib0140) 1984; 226
Kizilay (10.1016/j.knosys.2024.111850_bib0181) 2020
Akbari (10.1016/j.knosys.2024.111850_bib0006) 2022; 12
Wang (10.1016/j.knosys.2024.111850_bib0081) 2017; 67
Wang (10.1016/j.knosys.2024.111850_bib0219) 2009; 37
Khalid (10.1016/j.knosys.2024.111850_bib0130) 2022; 34
Storn (10.1016/j.knosys.2024.111850_bib0159) 1995
Shi (10.1016/j.knosys.2024.111850_bib0079) 2011
Hashim (10.1016/j.knosys.2024.111850_bib0102) 2019; 101
Mezura-Montes (10.1016/j.knosys.2024.111850_bib0211) 2006
Połap (10.1016/j.knosys.2024.111850_bib0042) 2021; 166
Zhao (10.1016/j.knosys.2024.111850_bib0148) 2011
De (10.1016/j.knosys.2024.111850_bib0064) 2023; 56
Satapathy (10.1016/j.knosys.2024.111850_bib0080) 2016; 2
Ahmadianfar (10.1016/j.knosys.2024.111850_bib0105) 2020; 540
Catalbas (10.1016/j.knosys.2024.111850_bib0049) 2022
Hu (10.1016/j.knosys.2024.111850_bib0056) 2023; 58
Anaraki (10.1016/j.knosys.2024.111850_bib0061) 2023; 11
Goodarzimehr (10.1016/j.knosys.2024.111850_bib0114) 2022
Mirrashid (10.1016/j.knosys.2024.111850_bib0075) 2022; 7
dos Santos Coelho (10.1016/j.knosys.2024.111850_bib0199) 2010; 37
Ghasemi (10.1016/j.knosys.2024.111850_bib0037) 2019; 23
Minh (10.1016/j.knosys.2024.111850_bib0132) 2023; 213
Mousavirad (10.1016/j.knosys.2024.111850_bib0192) 2017; 47
Moosavi (10.1016/j.knosys.2024.111850_bib0083) 2019; 86
Ghafil (10.1016/j.knosys.2024.111850_bib0225) 2020; 93
Ozkaya (10.1016/j.knosys.2024.111850_bib0094) 2023; 144
Ulucan (10.1016/j.knosys.2024.111850_bib0139) 2023; 24
Qi (10.1016/j.knosys.2024.111850_bib0150) 2013; 9
Chou (10.1016/j.knosys.2024.111850_bib0058) 2023; 155
Wen (10.1016/j.knosys.2024.111850_bib0182) 2020
Öztürk (10.1016/j.knosys.2024.111850_bib0166) 2023; 145
Houssein (10.1016/j.knosys.2024.111850_bib0108) 2020; 94
Kashan (10.1016/j.knosys.2024.111850_bib0127) 2019; 128
Ghasemi (10.1016/j.knosys.2024.111850_bib0005) 2020; 92
Mirjalili (10.1016/j.knosys.2024.111850_bib0033) 2015; 89
Trojovsk\`y (10.1016/j.knosys.2024.111850_bib0217) 2022; 22
Mirjalili (10.1016/j.knosys.2024.111850_bib0175) 2016; 95
Su (10.1016/j.knosys.2024.111850_bib0121) 2023; 532
Ghasemi (10.1016/j.knosys.2024.111850_bib0103) 2018; 28
Holland (10.1016/j.knosys.2024.111850_bib0126) 1992; 267
Ray (10.1016/j.knosys.2024.111850_bib0179) 2003; 7
Chopra (10.1016/j.knosys.2024.111850_bib0011) 2022; 198
Gao (10.1016/j.knosys.2024.111850_bib0120) 2023
Kadkhoda Mohammadi (10.1016/j.knosys.2024.111850_bib0131) 2023; 35
Ghasemian (10.1016/j.knosys.2024.111850_bib0086) 2020; 178
Salih (10.1016/j.knosys.2024.111850_bib0087) 2020; 32
Zhang (10.1016/j.knosys.2024.111850_bib0157) 2023; 261
Jain (10.1016/j.knosys.2024.111850_bib0036) 2019; 44
Kahraman (10.1016/j.knosys.2024.111850_bib0095) 2022
Li (10.1016/j.knosys.2024.111850_bib0019) 2022; 586
Xue (10.1016/j.knosys.2024.111850_bib0048) 2020; 8
Nematollahi (10.1016/j.knosys.2024.111850_bib0107) 2017; 59
Kamboj (10.1016/j.knosys.2024.111850_bib0214) 2020; 89
Abdel-Baset (10.1016/j.knosys.2024.111850_bib0235) 2016; 140
Han (10.1016/j.knosys.2024.111850_bib0135) 2024; 239
Braik (10.1016/j.knosys.2024.111850_bib0210) 2021; 174
Emami (10.1016/j.knosys.2024.111850_bib0209) 2022; 26
Trewavas (10.1016/j.knosys.2024.111850_bib0143) 2016; 66
Abdel-Basset (10.1016/j.knosys.2024.111850_bib0110) 2022; 10
Tu (10.1016/j.knosys.2024.111850_bib0024) 2021; 18
Brammya (10.1016/j.knosys.2024.111850_bib0201) 2019
Zhao (10.1016/j.knosys.2024.111850_bib0082) 2019; 7
Abdollahzadeh (10.1016/j.knosys.2024.111850_bib0070) 2024
Coello (10.1016/j.knosys.2024.111850_bib0203) 2004; 36
Emami (10.1016/j.knosys.2024.111850_bib0218) 2022; 78
Talatahari (10.1016/j.knosys.2024.111850_bib0237) 2021; 93
Abdullah (10.1016/j.knosys.2024.111850_bib0029) 2019; 7
Wagan (10.1016/j.knosys.2024.111850_bib0085) 2020; 90
Ghasemi (10.1016/j.knosys.2024.111850_bib0168) 2023
Jaya (10.1016/j.knosys.2024.111850_bib0023) 2016; 7
Yazdani (10.1016/j.knosys.2024.111850_bib0160) 2016; 3
Qais (10.1016/j.knosys.2024.111850_bib0119) 2023; 11
Abualigah (10.1016/j.knosys.2024.111850_bib0170) 2021; 376
Ong (10.1016/j.knosys.2024.111850_bib0155) 2021; 98
Zaldivar (10.1016/j.knosys.2024.111850_bib0028) 2018; 174
Thapliyal (10.1016/j.knosys.2024.111850_bib0090) 2023; 27
Patel (10.1016/j.knosys.2024.111850_bib0100) 2015; 324
Çimen (10.1016/j.knosys.2024.111850_bib0001) 2022; 26
Jia (10.1016/j.knosys.2024.111850_bib0133) 2024; 286
Castagneri (10.1016/j.knosys.2024.111850_bib0161) 2013; 214
Hedar (10.1016/j.knosys.2024.111850_bib0193) 2006; 35
Parsopoulos (10.1016/j.knosys.2024.111850_bib0194) 2005
Li (10.1016/j.knosys.2024.111850_bib0197) 2024
Shahrouzi (10.1016/j.knosys.2024.111850_bib0198) 2022; 57
Abualigah (10.1016/j.knosys.2024.111850_bib0173) 2022; 191
Hashim (10.1016/j.knosys.2024.111850_bib0047) 2022; 192
Cai (10.1016/j.knosys.2024.111850_bib0147) 2008; 1
Kahraman (10.1016/j.knosys.2024.
References_xml – volume: 59
  start-page: 596
  year: 2017
  end-page: 621
  ident: bib0107
  article-title: A novel physical based meta-heuristic optimization method known as lightning attachment procedure optimization
  publication-title: Appl. Soft. Comput.
– year: 2008
  ident: bib0195
  article-title: Bacterial foraging for engineering design problems: preliminary results. Lab Nac Informática Av
– volume: 23
  start-page: 1001
  year: 2012
  end-page: 1014
  ident: bib0213
  article-title: Artificial bee colony algorithm for large-scale problems and engineering design optimization
  publication-title: J. Intell. Manuf.
– volume: 2
  start-page: 173
  year: 2016
  end-page: 203
  ident: bib0080
  article-title: Social group optimization (SGO): a new population evolutionary optimization technique
  publication-title: Complex Intell. Syst.
– volume: 13
  start-page: 2592
  year: 2013
  end-page: 2612
  ident: bib0030
  article-title: Mine blast algorithm: a new population based algorithm for solving constrained engineering optimization problems
  publication-title: Appl. Soft. Comput.
– volume: 193
  year: 2022
  ident: bib0088
  article-title: A new optimization algorithm inspired by the quest for the evolution of human society: human felicity algorithm
  publication-title: Expert Syst. Appl.
– volume: 324
  start-page: 217
  year: 2015
  end-page: 246
  ident: bib0100
  article-title: Heat transfer search (HTS): a novel optimization algorithm
  publication-title: Inf. Sci. (N.Y.)
– volume: 18
  start-page: 521
  year: 2014
  end-page: 537
  ident: bib0151
  article-title: Root growth model: a novel approach to numerical function optimization and simulation of plant root system
  publication-title: Soft. Comput.
– volume: 47
  start-page: 850
  year: 2017
  end-page: 887
  ident: bib0192
  article-title: Human mental search: a new population-based metaheuristic optimization algorithm
  publication-title: Appl. Intell.
– year: 2022
  ident: bib0226
  article-title: INFO: an efficient optimization algorithm based on weighted mean of vectors
  publication-title: Expert. Syst. Appl.
– year: 2023
  ident: bib0092
  article-title: Partial reinforcement optimizer: an evolutionary optimization algorithm
  publication-title: Expert. Syst. Appl.
– year: 2023
  ident: bib0120
  article-title: PID-based search algorithm: a novel metaheuristic algorithm based on PID algorithm
  publication-title: Expert. Syst. Appl.
– volume: 13
  start-page: 20496
  year: 2023
  ident: bib0212
  article-title: A novel chaotic and neighborhood search-based artificial bee colony algorithm for solving optimization problems
  publication-title: Sci. Rep.
– volume: 111
  start-page: 300
  year: 2020
  end-page: 323
  ident: bib0038
  article-title: Slime mould algorithm: a new method for stochastic optimization
  publication-title: Futur. Gener. Comput. Syst.
– volume: 54
  start-page: 62
  year: 2016
  end-page: 79
  ident: bib0106
  article-title: Yin-Yang-pair optimization: a novel lightweight optimization algorithm
  publication-title: Eng. Appl. Artif. Intell.
– volume: 149
  year: 2020
  ident: bib0234
  article-title: Artificial electric field algorithm for engineering optimization problems
  publication-title: Expert. Syst. Appl.
– volume: 90
  year: 2020
  ident: bib0040
  article-title: Tunicate swarm algorithm: a new bio-inspired based metaheuristic paradigm for global optimization
  publication-title: Eng. Appl. Artif. Intell.
– volume: 262
  year: 2023
  ident: bib0055
  article-title: Nutcracker optimizer: a novel nature-inspired metaheuristic algorithm for global optimization and engineering design problems
  publication-title: Knowl.-Based Syst.
– volume: 110
  start-page: 69
  year: 2017
  end-page: 84
  ident: bib0101
  article-title: A novel meta-heuristic optimization algorithm: thermal exchange optimization
  publication-title: Adv. Eng. Softw.
– start-page: 1
  year: 2024
  end-page: 11
  ident: bib0142
  article-title: Plant intelligence: history and current trends
  publication-title: Theor. Exp. Plant Physiol.
– volume: 59
  year: 2024
  ident: bib0069
  article-title: Super eagle optimization algorithm based three-dimensional ball security corridor planning method for fixed-wing UAVs
  publication-title: Adv. Eng. Inform.
– volume: 89
  year: 2020
  ident: bib0214
  article-title: An intensify Harris Hawks optimizer for numerical and engineering optimization problems
  publication-title: Appl. Soft. Comput.
– volume: 211
  start-page: 392
  year: 2009
  end-page: 416
  ident: bib0191
  article-title: An effective multiagent evolutionary algorithm integrating a novel roulette inversion operator for engineering optimization
  publication-title: Appl. Math. Comput.
– volume: 119
  start-page: 210
  year: 2019
  end-page: 230
  ident: bib0187
  article-title: A hybrid self-adaptive sine cosine algorithm with opposition based learning
  publication-title: Expert. Syst. Appl.
– volume: 37
  start-page: 1676
  year: 2010
  end-page: 1683
  ident: bib0199
  article-title: Gaussian quantum-behaved particle swarm optimization approaches for constrained engineering design problems
  publication-title: Expert. Syst. Appl.
– volume: 11
  start-page: 107
  year: 2020
  end-page: 130
  ident: bib0174
  article-title: Rao algorithms: three metaphor-less simple algorithms for solving optimization problems
  publication-title: Int. J. Ind. Eng. Comput.
– year: 1995
  ident: bib0159
  article-title: Differential evolution–a simple and efficient adaptive scheme for global optimization over continuous spaces: technical report TR-95-012
  publication-title: Int. Comput. Sci. Berkeley, Calif.
– volume: 64
  start-page: 161
  year: 2018
  end-page: 185
  ident: bib0076
  article-title: Volleyball premier league algorithm
  publication-title: Appl. Soft. Comput.
– volume: 157
  year: 2021
  ident: bib0169
  article-title: Aquila optimizer: a novel meta-heuristic optimization algorithm
  publication-title: Comput. Ind. Eng.
– volume: 24
  start-page: 7400
  year: 2023
  end-page: 7418
  ident: bib0139
  article-title: A new intelligent sunflower optimization based explainable artificial intelligence approach for early-age concrete compressive strength classification and mixture design of RAC
  publication-title: Struct. Concr.
– start-page: 1
  year: 2021
  end-page: 32
  ident: bib0046
  article-title: Wild horse optimizer: a new meta-heuristic algorithm for solving engineering optimization problems
  publication-title: Eng. Comput.
– volume: 92
  year: 2020
  ident: bib0005
  article-title: A novel and effective optimization algorithm for global optimization and its engineering applications: turbulent flow of water-based optimization (TFWO)
  publication-title: Eng. Appl. Artif. Intell.
– year: 2020
  ident: bib0129
  article-title: Artificial ecosystem-based optimization for optimal tuning of robust PID controllers in AVR systems with limited value of excitation voltage
  publication-title: Int. J. Electr. Eng. Educ.
– volume: 238
  year: 2024
  ident: bib0066
  article-title: Triangulation topology aggregation optimizer: a novel mathematics-based meta-heuristic algorithm for continuous optimization and engineering applications
  publication-title: Expert. Syst. Appl.
– start-page: 652
  year: 2005
  end-page: 662
  ident: bib0228
  article-title: Useful infeasible solutions in engineering optimization with evolutionary algorithms
  publication-title: Mex. Int. Conf. Artif. Intell.
– volume: 140
  year: 2016
  ident: bib0235
  article-title: A hybrid flower pollination algorithm for engineering optimization problems
  publication-title: Int. J. Comput. Appl.
– volume: 186
  start-page: 340
  year: 2007
  end-page: 356
  ident: bib0224
  article-title: An effective co-evolutionary differential evolution for constrained optimization
  publication-title: Appl. Math. Comput.
– volume: 97
  start-page: 849
  year: 2019
  end-page: 872
  ident: bib0035
  article-title: Harris hawks optimization: algorithm and applications
  publication-title: Futur. Gener. Comput. Syst.
– volume: 42
  start-page: 6686
  year: 2015
  end-page: 6698
  ident: bib0152
  article-title: TSA: tree-seed algorithm for continuous optimization
  publication-title: Expert. Syst. Appl.
– volume: 226
  start-page: 792
  year: 1984
  end-page: 801
  ident: bib0140
  article-title: The significance of responses of the genome to challenge
  publication-title: Science (80-)
– year: 2022
  ident: bib0114
  article-title: Special relativity search: a novel metaheuristic method based on special relativity physics
  publication-title: Knowl.-Based Syst.
– volume: 12
  start-page: 1
  year: 2022
  end-page: 20
  ident: bib0006
  article-title: The cheetah optimizer: a nature-inspired metaheuristic algorithm for large-scale optimization problems
  publication-title: Sci. Rep.
– volume: 195
  year: 2020
  ident: bib0041
  article-title: Rain optimization algorithm (ROA): a new metaheuristic method for drilling optimization solutions
  publication-title: J. Pet. Sci. Eng.
– volume: 128
  year: 2024
  ident: bib0123
  article-title: Newton-Raphson-based optimizer: a new population-based metaheuristic algorithm for continuous optimization problems
  publication-title: Eng. Appl. Artif. Intell.
– volume: 56
  year: 2020
  ident: bib0176
  article-title: A test-suite of non-convex constrained optimization problems from the real-world and some baseline results
  publication-title: Swarm. Evol. Comput.
– start-page: 25
  year: 2006
  end-page: 32
  ident: bib0211
  article-title: Modified differential evolution for constrained optimization
  publication-title: 2006 IEEE Int. Conf. Evol. Comput.
– volume: 14
  start-page: 5032
  year: 2024
  ident: bib0067
  article-title: Hippopotamus optimization algorithm: a novel nature-inspired optimization algorithm
  publication-title: Sci. Rep.
– volume: 14
  start-page: 6032
  year: 2024
  ident: bib0137
  article-title: Symmetric projection optimizer: concise and efficient solving engineering problems using the fundamental wave of the Fourier series
  publication-title: Sci. Rep.
– start-page: 1
  year: 2020
  end-page: 8
  ident: bib0222
  article-title: A modified matrix adaptation evolution strategy with restarts for constrained real-world problems
  publication-title: 2020 IEEE Congr. Evol. Comput.
– volume: 391
  year: 2022
  ident: bib0022
  article-title: Dwarf mongoose optimization algorithm
  publication-title: Comput. Methods Appl. Mech. Eng.
– volume: 191
  year: 2022
  ident: bib0173
  article-title: Reptile search algorithm (RSA): a nature-inspired meta-heuristic optimizer
  publication-title: Expert. Syst. Appl.
– volume: 268
  year: 2023
  ident: bib0118
  article-title: Kepler optimization algorithm: a new metaheuristic algorithm inspired by Kepler's laws of planetary motion
  publication-title: Knowl.-Based Syst.
– volume: 403
  year: 2023
  ident: bib0115
  article-title: Special relativity search for applied mechanics and engineering
  publication-title: Comput. Methods Appl. Mech. Eng.
– volume: 188
  year: 2022
  ident: bib0013
  article-title: Orca predation algorithm: a novel bio-inspired algorithm for global optimization problems
  publication-title: Expert. Syst. Appl.
– start-page: 69
  year: 1998
  end-page: 73
  ident: bib0171
  article-title: A modified particle swarm optimizer
  publication-title: 1998 IEEE Int. Conf. Evol. Comput. proceedings. IEEE world Congr. Comput. Intell. (Cat. No. 98TH8360)
– volume: 174
  start-page: 1
  year: 2018
  end-page: 21
  ident: bib0028
  article-title: A novel bio-inspired optimization model based on yellow saddle goatfish behavior
  publication-title: Biosystems
– volume: 36
  start-page: 670
  year: 2015
  end-page: 698
  ident: bib0125
  article-title: ITGO: invasive tumor growth optimization algorithm
  publication-title: Appl. Soft. Comput.
– volume: 213
  year: 2022
  ident: bib0165
  article-title: A comprehensive performance analysis of meta-heuristic optimization techniques for effective organic rankine cycle design
  publication-title: Appl. Therm. Eng.
– volume: 174
  year: 2021
  ident: bib0210
  article-title: Chameleon swarm algorithm: a bio-inspired optimizer for solving engineering design problems
  publication-title: Expert. Syst. Appl.
– volume: 16
  start-page: 997
  year: 2023
  end-page: 1017
  ident: bib0063
  article-title: Termite alate optimization algorithm: a swarm-based nature inspired algorithm for optimization problems
  publication-title: Evol. Intell.
– volume: 29
  start-page: 17
  year: 2013
  end-page: 35
  ident: bib0231
  article-title: Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems
  publication-title: Eng. Comput.
– volume: 7
  start-page: 19
  year: 2016
  end-page: 34
  ident: bib0023
  article-title: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems
  publication-title: Int. J. Ind. Eng. Comput.
– volume: 10
  start-page: 25073
  year: 2022
  end-page: 25105
  ident: bib0089
  article-title: War strategy optimization algorithm: a new effective metaheuristic algorithm for global optimization
  publication-title: IEEe Access.
– volume: 69
  year: 2023
  ident: bib0057
  article-title: Dynamic hunting leadership optimization: algorithm and applications
  publication-title: J. Comput. Sci.
– volume: 85
  start-page: 290
  year: 2018
  end-page: 304
  ident: bib0236
  article-title: Differential big bang-big crunch algorithm for construction-engineering design optimization
  publication-title: Autom. Constr.
– volume: 58
  year: 2023
  ident: bib0056
  article-title: Shark optimizer: a novel nature-inspired algorithm for engineering optimization
  publication-title: Adv. Eng. Inform.
– volume: 27
  start-page: 1031
  year: 2020
  end-page: 1048
  ident: bib0207
  article-title: A comparative study of recent non-traditional methods for mechanical design optimization
  publication-title: Arch. Comput. Methods Eng.
– start-page: 1
  year: 2020
  end-page: 8
  ident: bib0221
  article-title: Improved multi-operator differential evolution algorithm for solving unconstrained problems
  publication-title: 2020 IEEE Congr. Evol. Comput.
– volume: 101
  start-page: 646
  year: 2019
  end-page: 667
  ident: bib0102
  article-title: Henry gas solubility optimization: a novel physics-based algorithm
  publication-title: Futur. Gener. Comput. Syst.
– volume: 7
  start-page: 308
  year: 1965
  end-page: 313
  ident: bib0004
  article-title: A simplex method for function minimization
  publication-title: Comput. J.
– volume: 28
  start-page: e2536
  year: 2018
  ident: bib0103
  article-title: CFA optimizer: a new and powerful algorithm inspired by Franklin's and Coulomb's laws theory for solving the economic load dispatch problems
  publication-title: Int. Trans. Electr. Energy Syst.
– volume: 72
  start-page: 393
  year: 2018
  end-page: 414
  ident: bib0144
  article-title: Tree growth algorithm (TGA): a novel approach for solving optimization problems
  publication-title: Eng. Appl. Artif. Intell.
– year: 1995
  ident: bib0032
  article-title: A new optimizer using particle swarm theory
  publication-title: MHS’95 Proc. Sixth Int. Symp. Micro. Mach. Hum. Sci.
– volume: 286
  year: 2024
  ident: bib0133
  article-title: Guided learning strategy: a novel update mechanism for metaheuristic algorithms design and improvement
  publication-title: Knowl.-Based Syst.
– volume: 96
  start-page: 120
  year: 2016
  end-page: 133
  ident: bib0009
  article-title: SCA: a sine cosine algorithm for solving optimization problems
  publication-title: Knowl.-Based Syst.
– volume: 27
  start-page: 16611
  year: 2023
  end-page: 16657
  ident: bib0090
  article-title: Numeric crunch algorithm: a new metaheuristic algorithm for solving global and engineering optimization problems
  publication-title: Soft. Comput.
– volume: 114
  start-page: 48
  year: 2017
  end-page: 70
  ident: bib0215
  article-title: Spotted hyena optimizer: a novel bio-inspired based metaheuristic technique for engineering applications
  publication-title: Adv. Eng. Softw.
– volume: 7
  start-page: 386
  year: 2003
  end-page: 396
  ident: bib0179
  article-title: Society and civilization: an optimization algorithm based on the simulation of social behavior
  publication-title: IEEE Trans. Evol. Comput.
– volume: 251
  year: 2022
  ident: bib0045
  article-title: Beluga whale optimization: a novel nature-inspired metaheuristic algorithm
  publication-title: Knowl.-Based Syst.
– volume: 95
  start-page: 51
  year: 2016
  end-page: 67
  ident: bib0175
  article-title: The whale optimization algorithm
  publication-title: Adv. Eng. Softw.
– volume: 10
  start-page: 3466
  year: 2022
  ident: bib0110
  article-title: Light spectrum optimizer: a novel physics-inspired metaheuristic optimization algorithm
  publication-title: Mathematics
– volume: 98
  year: 2021
  ident: bib0155
  article-title: A carnivorous plant algorithm for solving global optimization problems
  publication-title: Appl. Soft. Comput.
– volume: 18
  start-page: 674
  year: 2021
  end-page: 710
  ident: bib0024
  article-title: The colony predation algorithm
  publication-title: J. Bionic. Eng.
– volume: 90
  year: 2020
  ident: bib0085
  article-title: A new metaheuristic optimization algorithm inspired by human dynasties with an application to the wind turbine micrositing problem
  publication-title: Appl. Soft. Comput.
– year: 2023
  ident: bib0065
  article-title: Crested porcupine optimizer: a new nature-inspired metaheuristic
  publication-title: Knowl.-Based Syst.
– volume: 195
  year: 2020
  ident: bib0074
  article-title: Political optimizer: a novel socio-inspired meta-heuristic for global optimization
  publication-title: Knowl.-Based Syst.
– volume: 200
  year: 2022
  ident: bib0156
  article-title: Poplar optimization algorithm: a new meta-heuristic optimization technique for numerical optimization and image segmentation
  publication-title: Expert. Syst. Appl.
– volume: 145
  year: 2023
  ident: bib0166
  article-title: Meta-heuristic search algorithms in truss optimization: research on stability and complexity analyses
  publication-title: Appl. Soft. Comput.
– volume: 121
  start-page: 147
  year: 2018
  end-page: 166
  ident: bib0034
  article-title: Pity beetle algorithm–A new metaheuristic inspired by the behavior of bark beetles
  publication-title: Adv. Eng. Softw.
– volume: 7
  start-page: 73182
  year: 2019
  end-page: 73206
  ident: bib0082
  article-title: Supply-demand-based optimization: a novel economics-inspired algorithm for global optimization
  publication-title: IEEe Access.
– start-page: 1
  year: 2023
  end-page: 27
  ident: bib0205
  article-title: Multiscale medalist learning algorithm and its application in engineering
  publication-title: Acta Mech.
– volume: 170
  year: 2021
  ident: bib0109
  article-title: Lichtenberg algorithm: a novel hybrid physics-based meta-heuristic for global optimization
  publication-title: Expert. Syst. Appl.
– volume: 238
  year: 2024
  ident: bib0068
  article-title: Electric eel foraging optimization: a new bio-inspired optimizer for engineering applications
  publication-title: Expert. Syst. Appl.
– volume: 532
  start-page: 183
  year: 2023
  end-page: 214
  ident: bib0121
  article-title: RIME: a physics-based optimization
  publication-title: Neurocomputing.
– volume: 540
  start-page: 131
  year: 2020
  end-page: 159
  ident: bib0105
  article-title: Gradient-based optimizer: a new metaheuristic optimization algorithm
  publication-title: Inf. Sci. (N.Y.)
– volume: 5
  year: 2013
  ident: bib0200
  article-title: A diversity-enhanced constrained particle swarm optimizer for mixed integer-discrete-continuous engineering design problems
  publication-title: Adv. Mech. Eng.
– volume: 122
  year: 2023
  ident: bib0007
  article-title: Development of the natural survivor method (NSM) for designing an updating mechanism in metaheuristic search algorithms
  publication-title: Eng. Appl. Artif. Intell.
– year: 2023
  ident: bib0117
  article-title: A sinh cosh optimizer
  publication-title: Knowl.-Based Syst.
– start-page: 1
  year: 2022
  end-page: 36
  ident: bib0095
  article-title: Dynamic FDB selection method and its application: modeling and optimizing of directional overcurrent relays coordination
  publication-title: Appl. Intell.
– volume: 155
  year: 2023
  ident: bib0058
  article-title: Pilgrimage walk optimization: folk culture-inspired algorithm for identification of bridge deterioration
  publication-title: Autom. Constr.
– volume: 37
  start-page: 395
  year: 2009
  end-page: 413
  ident: bib0219
  article-title: Constrained optimization based on hybrid evolutionary algorithm and adaptive constraint-handling technique
  publication-title: Struct. Multidiscip. Optim.
– volume: 8
  start-page: 65
  year: 2022
  end-page: 82
  ident: bib0206
  article-title: An enhanced chimp optimization algorithm for continuous optimization domains
  publication-title: Complex Intell. Syst.
– volume: 94
  year: 2020
  ident: bib0108
  article-title: Lévy flight distribution: a new metaheuristic algorithm for solving engineering optimization problems
  publication-title: Eng. Appl. Artif. Intell.
– start-page: 1
  year: 2023
  end-page: 30
  ident: bib0189
  article-title: A global best-guided firefly algorithm for engineering problems
  publication-title: J. Bionic. Eng.
– volume: 36
  start-page: 585
  year: 2004
  end-page: 605
  ident: bib0196
  article-title: An improved particle swarm optimizer for mechanical design optimization problems
  publication-title: Eng. Optim.
– volume: 93
  year: 2020
  ident: bib0225
  article-title: Dynamic differential annealed optimization: new metaheuristic optimization algorithm for engineering applications
  publication-title: Appl. Soft. Comput.
– volume: 166
  year: 2021
  ident: bib0042
  article-title: Red fox optimization algorithm
  publication-title: Expert. Syst. Appl.
– volume: 174
  year: 2021
  ident: bib0223
  article-title: Hybrid slime mould algorithm with adaptive guided differential evolution algorithm for combinatorial and global optimization problems
  publication-title: Expert. Syst. Appl.
– year: 2019
  ident: bib0201
  article-title: Deer hunting optimization algorithm: a new nature-inspired meta-heuristic paradigm
  publication-title: Comput. J.
– volume: 93
  start-page: 115
  year: 2021
  end-page: 133
  ident: bib0237
  article-title: Tribe-charged system search for global optimization
  publication-title: Appl. Math. Model.
– volume: 8
  start-page: 22
  year: 2020
  end-page: 34
  ident: bib0048
  article-title: A novel swarm intelligence optimization approach: sparrow search algorithm
  publication-title: Syst. Sci. Control Eng.
– year: 2023
  ident: bib0059
  article-title: Leopard seal optimization (LSO): a natural inspired meta-heuristic algorithm
  publication-title: Commun. Nonlinear. Sci. Numer. Simul.
– volume: 241
  year: 2024
  ident: bib0091
  article-title: Human evolutionary optimization algorithm
  publication-title: Expert Syst. Appl.
– volume: 36
  start-page: 607
  year: 2004
  end-page: 634
  ident: bib0203
  article-title: Hybridizing a genetic algorithm with an artificial immune system for global optimization
  publication-title: Eng. Optim.
– volume: 11
  start-page: 122069
  year: 2023
  end-page: 122115
  ident: bib0061
  article-title: Humboldt squid optimization algorithm (HSOA): a novel nature-inspired technique for solving optimization problems
  publication-title: IEEE Access.
– start-page: 1
  year: 2020
  end-page: 8
  ident: bib0181
  article-title: A differential evolution algorithm with q-learning for solving engineering design problems
  publication-title: 2020 IEEE Congr. Evol. Comput.
– volume: 57
  year: 2022
  ident: bib0198
  article-title: An efficient derivative-free optimization algorithm inspired by avian life-saving manoeuvres
  publication-title: J. Comput. Sci.
– volume: 215
  year: 2021
  ident: bib0183
  article-title: Dimension decided Harris hawks optimization with Gaussian mutation: balance analysis and diversity patterns
  publication-title: Knowl.-Based Syst.
– year: 2022
  ident: bib0014
  article-title: Aphid-ant mutualism: a novel nature-inspired metaheuristic algorithm for solving optimization problems
  publication-title: Math. Comput. Simul.
– volume: 10
  start-page: 121615
  year: 2022
  end-page: 121640
  ident: bib0054
  article-title: Giant trevally optimizer (GTO): a novel metaheuristic algorithm for global optimization and challenging engineering problems
  publication-title: IEEE Access.
– volume: 376
  year: 2021
  ident: bib0170
  article-title: The arithmetic optimization algorithm
  publication-title: Comput. Methods Appl. Mech. Eng.
– volume: 67
  start-page: 283
  year: 2017
  end-page: 323
  ident: bib0081
  article-title: A diverse human learning optimization algorithm
  publication-title: J. Glob. Optim.
– volume: 31
  start-page: 7665
  year: 2019
  end-page: 7683
  ident: bib0167
  article-title: On the exploration and exploitation in popular swarm-based metaheuristic algorithms
  publication-title: Neural Comput. Appl.
– start-page: 1
  year: 2024
  end-page: 29
  ident: bib0072
  article-title: Duck swarm algorithm: theory, numerical optimization, and applications
  publication-title: Cluster. Comput.
– volume: 32
  start-page: 9383
  year: 2020
  end-page: 9425
  ident: bib0027
  article-title: Artificial ecosystem-based optimization: a novel nature-inspired meta-heuristic algorithm
  publication-title: Neural. Comput. Appl.
– volume: 86
  start-page: 165
  year: 2019
  end-page: 181
  ident: bib0083
  article-title: Poor and rich optimization algorithm: a new human-based and multi populations algorithm
  publication-title: Eng. Appl. Artif. Intell.
– volume: 32
  start-page: 10359
  year: 2020
  end-page: 10386
  ident: bib0087
  article-title: A new algorithm for normal and large-scale optimization problems: nomadic people optimizer
  publication-title: Neural. Comput. Appl.
– volume: 89
  start-page: 228
  year: 2015
  end-page: 249
  ident: bib0033
  article-title: Moth-flame optimization algorithm: a novel nature-inspired heuristic paradigm
  publication-title: Knowl.-Based Syst.
– start-page: 646
  year: 2007
  end-page: 653
  ident: bib0230
  article-title: A hybrid genetic algorithm for constrained optimization problems in mechanical engineering
  publication-title: 2007 IEEE Congr. Evol. Comput.
– volume: 128
  start-page: 192
  year: 2019
  end-page: 218
  ident: bib0127
  article-title: Find-fix-finish-exploit-analyze (F3EA) meta-heuristic algorithm: an effective algorithm with new evolutionary operators for global optimization
  publication-title: Comput. Ind. Eng.
– volume: 12
  start-page: 702
  year: 2008
  end-page: 713
  ident: bib0172
  article-title: Biogeography-based optimization
  publication-title: IEEE Trans. Evol. Comput.
– volume: 243
  year: 2022
  ident: bib0053
  article-title: White shark optimizer: a novel bio-inspired meta-heuristic algorithm for global optimization problems
  publication-title: Knowl.-Based Syst.
– start-page: 539
  year: 2021
  end-page: 545
  ident: bib0124
  article-title: Evolutionary algorithm for solving combinatorial optimization—a review
  publication-title: Innov. Comput. Sci. Eng. Proc. 8th ICICSE
– volume: 149
  year: 2020
  ident: bib0177
  article-title: An improved firefly algorithm for global continuous optimization problems
  publication-title: Expert. Syst. Appl.
– volume: 203
  start-page: 858
  year: 2023
  end-page: 877
  ident: bib0188
  article-title: A salp swarm algorithm based on Harris Eagle foraging strategy
  publication-title: Math. Comput. Simul.
– start-page: 1
  year: 2024
  end-page: 37
  ident: bib0197
  article-title: Gaussian backbone-based spherical evolutionary algorithm with cross-search for engineering problems
  publication-title: J. Bionic. Eng.
– start-page: 2020
  year: 2020
  ident: bib0186
  article-title: Multipopulation ensemble particle swarm optimizer for engineering design problems
  publication-title: Math. Probl. Eng.
– volume: 26
  start-page: 1331
  year: 2022
  end-page: 1402
  ident: bib0050
  article-title: PPO: a new nature-inspired metaheuristic algorithm based on predation for optimization
  publication-title: Soft. Comput.
– volume: 1
  start-page: 355
  year: 2006
  end-page: 366
  ident: bib0146
  article-title: A novel numerical optimization algorithm inspired from weed colonization
  publication-title: Ecol. Inform.
– start-page: 1
  year: 2020
  end-page: 8
  ident: bib0220
  article-title: COLSHADE for real-world single-objective constrained optimization problems
  publication-title: 2020 IEEE Congr. Evol. Comput.
– volume: 169
  start-page: 1
  year: 2016
  end-page: 12
  ident: bib0025
  article-title: A novel metaheuristic method for solving constrained engineering optimization problems: crow search algorithm
  publication-title: Comput. Struct.
– volume: 144
  year: 2023
  ident: bib0094
  article-title: Fitness-distance-constraint (FDC) based guide selection method for constrained optimization problems
  publication-title: Appl. Soft. Comput.
– volume: 26
  start-page: 4991
  year: 2022
  end-page: 5023
  ident: bib0209
  article-title: Anti-coronavirus optimization algorithm
  publication-title: Soft. Comput.
– start-page: 303
  year: 2011
  end-page: 309
  ident: bib0079
  article-title: Brain storm optimization algorithm
  publication-title: Adv. Swarm Intell. Second Int. Conf. ICSI 2011, Chongqing, China, June 12-15, 2011, Proceedings, Part I 2
– volume: 213
  year: 2021
  ident: bib0018
  article-title: Horse herd optimization algorithm: a nature-inspired algorithm for high-dimensional optimization problems
  publication-title: Knowl.-Based Syst.
– volume: 83
  start-page: 257
  year: 2023
  end-page: 285
  ident: bib0060
  article-title: Snow avalanches algorithm (SAA): a new optimization algorithm for engineering applications
  publication-title: Alexandria Eng. J.
– start-page: 1
  year: 2020
  end-page: 8
  ident: bib0182
  article-title: Voting-mechanism based ensemble constraint handling technique for real-world single-objective constrained optimization
  publication-title: 2020 IEEE Congr. Evol. Comput.
– volume: 198
  year: 2022
  ident: bib0011
  article-title: Golden jackal optimization: a novel nature-inspired optimizer for engineering applications
  publication-title: Expert. Syst. Appl.
– volume: 114
  year: 2022
  ident: bib0051
  article-title: Dandelion optimizer: a nature-inspired metaheuristic algorithm for engineering applications
  publication-title: Eng. Appl. Artif. Intell.
– volume: 261
  year: 2023
  ident: bib0157
  article-title: Growth optimizer: a powerful metaheuristic algorithm for solving continuous and discrete global optimization problems
  publication-title: Knowl.-Based Syst.
– volume: 10
  start-page: 1626
  year: 2022
  ident: bib0111
  article-title: Circle search algorithm: a geometry-based metaheuristic optimization algorithm
  publication-title: Mathematics
– volume: 8
  start-page: 329
  year: 2018
  ident: bib0145
  article-title: Artificial flora (AF) optimization algorithm
  publication-title: Appl. Sci.
– volume: 190
  year: 2020
  ident: bib0093
  article-title: Fitness-distance balance (FDB): a new selection method for meta-heuristic search algorithms
  publication-title: Knowl.-Based Syst.
– volume: 2015
  year: 2015
  ident: bib0153
  article-title: A seed-based plant propagation algorithm: the feeding station model
  publication-title: Sci. World J.
– start-page: 1
  year: 2024
  end-page: 62
  ident: bib0134
  article-title: Love Evolution Algorithm: a stimulus–value–role theory-inspired evolutionary algorithm for global optimization
  publication-title: J. Supercomput.
– volume: 49
  start-page: 366
  year: 1980
  end-page: 372
  ident: bib0162
  article-title: Photosynthesis in leaves of the juvenile and adult phase of Ivy (Hedera helix)
  publication-title: Physiol. Plant
– volume: 44
  start-page: 148
  year: 2019
  end-page: 175
  ident: bib0036
  article-title: A novel nature-inspired algorithm for optimization: squirrel search algorithm
  publication-title: Swarm. Evol. Comput.
– volume: 20
  start-page: 7
  year: 2006
  end-page: 21
  ident: bib0190
  article-title: A hybrid real-parameter genetic algorithm for function optimization
  publication-title: Adv. Eng. Inform.
– start-page: 20
  year: December, 2013
  end-page: 21
  ident: bib0073
  article-title: POSTDOC: the human optimization
  publication-title: Second Int. Conf. Inf. Technol. Converg. Serv. (ITCSE 2013)
– volume: 192
  start-page: 84
  year: 2022
  end-page: 110
  ident: bib0047
  article-title: Honey badger algorithm: new metaheuristic algorithm for solving optimization problems
  publication-title: Math. Comput. Simul.
– volume: 114
  year: 2022
  ident: bib0052
  article-title: Artificial rabbits optimization: a new bio-inspired meta-heuristic algorithm for solving engineering optimization problems
  publication-title: Eng. Appl. Artif. Intell.
– volume: 23
  start-page: 715
  year: 2019
  end-page: 734
  ident: bib0010
  article-title: Butterfly optimization algorithm: a novel approach for global optimization
  publication-title: Soft. Comput.
– volume: 23
  year: 2019
  ident: bib0037
  article-title: Phasor particle swarm optimization: a simple and efficient variant of PSO
  publication-title: Soft. Comput.
– volume: 178
  start-page: 1
  year: 2020
  end-page: 15
  ident: bib0086
  article-title: Human urbanization algorithm: a novel metaheuristic approach
  publication-title: Math. Comput. Simul.
– volume: 185
  year: 2021
  ident: bib0016
  article-title: Remora optimization algorithm
  publication-title: Expert. Syst. Appl.
– volume: 7
  start-page: 43473
  year: 2019
  end-page: 43486
  ident: bib0029
  article-title: Fitness dependent optimizer: inspired by the bee swarming reproductive process
  publication-title: IEEe Access.
– volume: 78
  start-page: 545
  year: 2019
  end-page: 568
  ident: bib0227
  article-title: A new meta-heuristic optimizer: pathfinder algorithm
  publication-title: Appl. Soft. Comput.
– volume: 53
  start-page: 11833
  year: 2023
  end-page: 11860
  ident: bib0062
  article-title: Sea-horse optimizer: a novel nature-inspired meta-heuristic for global optimization problems
  publication-title: Appl. Intell.
– volume: 586
  start-page: 424
  year: 2022
  end-page: 449
  ident: bib0019
  article-title: Integrated optimization algorithm: a metaheuristic approach for complicated optimization
  publication-title: Inf. Sci. (N.Y.)
– volume: 80
  start-page: 20
  year: 2019
  end-page: 34
  ident: bib0026
  article-title: The sailfish optimizer: a novel nature-inspired metaheuristic algorithm for solving constrained engineering optimization problems
  publication-title: Eng. Appl. Artif. Intell.
– start-page: 1
  year: 2024
  end-page: 70
  ident: bib0122
  article-title: Hyperbolic sine optimizer: a new metaheuristic algorithm for high performance computing to address computationally intensive tasks
  publication-title: Cluster. Comput.
– volume: 34
  start-page: 22465
  year: 2022
  end-page: 22492
  ident: bib0130
  article-title: COVIDOA: a novel evolutionary optimization algorithm based on coronavirus disease replication lifecycle
  publication-title: Neural Comput. Appl.
– volume: 214
  start-page: 1
  year: 2013
  end-page: 9
  ident: bib0161
  article-title: Host preference and growth patterns of Ivy (Hedera helix L.) in a temperate alluvial forest
  publication-title: Plant Ecol.
– year: 1970
  ident: bib0003
  article-title: Function and functional optimization by interpolation in data tables
– start-page: 1
  year: 2022
  end-page: 20
  ident: bib0112
  article-title: EDOA: an elastic deformation optimization algorithm
  publication-title: Appl. Intell.
– volume: 388
  year: 2022
  ident: bib0208
  article-title: Artificial hummingbird algorithm: a new bio-inspired optimizer with its engineering applications
  publication-title: Comput. Methods Appl. Mech. Eng.
– volume: 11
  year: 2021
  ident: bib0012
  article-title: Wild geese algorithm: a novel algorithm for large scale optimization based on the natural life and death of wild geese
  publication-title: Array
– volume: 392
  year: 2022
  ident: bib0043
  article-title: Starling murmuration optimizer: a novel bio-inspired algorithm for global and engineering optimization
  publication-title: Comput. Methods Appl. Mech. Eng.
– volume: 23
  start-page: 426
  year: 2009
  end-page: 434
  ident: bib0232
  article-title: An integrated method of particle swarm optimization and differential evolution
  publication-title: J. Mech. Sci. Technol.
– volume: 177
  start-page: 2075
  year: 2007
  end-page: 2098
  ident: bib0078
  article-title: Human evolutionary model: a new approach to optimization
  publication-title: Inf. Sci. (N.Y.)
– volume: 11
  start-page: 4224
  year: 2023
  ident: bib0119
  article-title: Propagation search algorithm: a physics-based optimizer for engineering applications
  publication-title: Mathematics
– start-page: 461
  year: 2022
  end-page: 485
  ident: bib0049
  article-title: Pufferfish optimization algorithm: a bioinspired optimizer
  publication-title: Handb. Intell. Comput. Optim. Sustain. Dev.
– start-page: 1
  year: 2023
  end-page: 35
  ident: bib0168
  article-title: Geyser inspired algorithm: a new geological-inspired meta-heuristic for real-parameter and constrained engineering optimization
  publication-title: J. Bionic. Eng.
– volume: 267
  start-page: 66
  year: 1992
  end-page: 73
  ident: bib0126
  article-title: Genetic algorithms
  publication-title: Sci. Am.
– volume: 208
  start-page: 95
  year: 2023
  end-page: 135
  ident: bib0158
  article-title: Orchard Algorithm (OA): a new meta-heuristic algorithm for solving discrete and continuous optimization problems
  publication-title: Math. Comput. Simul.
– volume: 56
  start-page: 8265
  year: 2023
  end-page: 8301
  ident: bib0064
  article-title: The goat search algorithms
  publication-title: Artif. Intell. Rev.
– volume: 258
  year: 2022
  ident: bib0113
  article-title: Homonuclear molecules optimization (HMO) meta-heuristic algorithm
  publication-title: Knowl.-Based Syst.
– volume: 47
  start-page: 417
  year: 2017
  end-page: 462
  ident: bib0138
  article-title: Plant intelligence based metaheuristic optimization algorithms
  publication-title: Artif. Intell. Rev.
– volume: 9
  start-page: 571
  year: 2013
  end-page: 578
  ident: bib0150
  article-title: An idea based on plant root growth for numerical optimization
  publication-title: Intell. Comput. Theor. Technol. 9th Int. Conf. ICIC 2013, Nanning, China, July 28-31, 2013. Proc.
– start-page: 1
  year: 2014
  end-page: 7
  ident: bib0233
  article-title: Engineering optimization using interior search algorithm
  publication-title: 2014 IEEE Symp. Swarm Intell.
– volume: 66
  start-page: 542
  year: 2016
  end-page: 551
  ident: bib0143
  article-title: Plant intelligence: an overview
  publication-title: Bioscience
– volume: 26
  start-page: 1845
  year: 2022
  end-page: 1872
  ident: bib0001
  article-title: A novel hybrid firefly–whale optimization algorithm and its application to optimization of MPC parameters
  publication-title: Soft. Comput.
– volume: 27
  start-page: 1722
  year: 2020
  end-page: 1739
  ident: bib0084
  article-title: Billiards-inspired optimization algorithm; a new meta-heuristic method
  publication-title: Structures
– start-page: 1
  year: 2022
  end-page: 34
  ident: bib0044
  article-title: A global optimizer inspired from the survival strategies of flying foxes
  publication-title: Eng. Comput.
– volume: 117
  year: 2023
  ident: bib0096
  article-title: Economical operation of modern power grids incorporating uncertainties of renewable energy sources and load demand using the adaptive fitness-distance balance-based stochastic fractal search algorithm
  publication-title: Eng. Appl. Artif. Intell.
– volume: 8
  start-page: 308
  year: 2020
  end-page: 322
  ident: bib0128
  article-title: Coronavirus optimization algorithm: a bioinspired metaheuristic based on the COVID-19 propagation model
  publication-title: Big. Data
– volume: 415
  start-page: 841
  year: 2002
  ident: bib0141
  article-title: Plant intelligence: mindless mastery
  publication-title: Nature
– volume: 213
  year: 2023
  ident: bib0132
  article-title: Termite life cycle optimizer
  publication-title: Expert. Syst. Appl.
– volume: 3
  start-page: 24
  year: 2016
  end-page: 36
  ident: bib0160
  article-title: Lion optimization algorithm (LOA): a nature-inspired metaheuristic algorithm
  publication-title: J. Comput. Des. Eng.
– year: 2024
  ident: bib0071
  article-title: Parrot optimizer: algorithm and applications to medical problems
  publication-title: Comput. Biol. Med.
– start-page: 1
  year: 2023
  end-page: 28
  ident: bib0097
  article-title: Dynamic-fitness-distance-balance stochastic fractal search (dFDB-SFS algorithm): an effective metaheuristic for global optimization and accurate photovoltaic modeling
  publication-title: Soft. Comput.
– volume: 239
  year: 2024
  ident: bib0135
  article-title: Walrus optimizer: a novel nature-inspired metaheuristic algorithm
  publication-title: Expert. Syst. Appl.
– volume: 172
  year: 2022
  ident: bib0002
  article-title: The novel combination lock algorithm for improving the performance of metaheuristic optimizers
  publication-title: Adv. Eng. Softw.
– volume: 191
  year: 2020
  ident: bib0104
  article-title: Equilibrium optimizer: a novel optimization algorithm
  publication-title: Knowl.-Based Syst.
– start-page: 307
  year: 2021
  end-page: 336
  ident: bib0099
  article-title: Improved phasor particle swarm optimization with fitness distance balance for optimal power flow problem of hybrid AC/DC power grids
  publication-title: Int. Conf. Artif. Intell. Appl. Math. Eng.
– start-page: 1455
  year: 2008
  end-page: 1462
  ident: bib0204
  article-title: A new hybrid AIS-GA for constrained optimization problems in mechanical engineering
  publication-title: 2008 IEEE Congr. Evol. Comput. (IEEE world Congr. Comput. Intell.
– start-page: 240
  year: 2012
  end-page: 249
  ident: bib0149
  article-title: Flower pollination algorithm for global optimization
  publication-title: Int. Conf. Unconv. Comput. Nat. Comput.
– volume: 20
  start-page: 89
  year: 2007
  end-page: 99
  ident: bib0202
  article-title: An effective co-evolutionary particle swarm optimization for constrained engineering design problems
  publication-title: Eng. Appl. Artif. Intell.
– volume: 111
  year: 2022
  ident: bib0098
  article-title: A powerful meta-heuristic search algorithm for solving global optimization and real-world solar photovoltaic parameter estimation problems
  publication-title: Eng. Appl. Artif. Intell.
– volume: 245
  year: 2024
  ident: bib0136
  article-title: A new evolutionary optimization algorithm with hybrid guidance mechanism for truck-multi drone delivery system
  publication-title: Expert. Syst. Appl.
– start-page: 120
  year: 2011
  end-page: 123
  ident: bib0148
  article-title: Artificial plant optimization algorithm for constrained optimization problems
  publication-title: 2011 Second Int. Conf. Innov. bio-inspired Comput. Appl.
– volume: 7
  year: 2022
  ident: bib0075
  article-title: Transit search: an optimization algorithm based on exoplanet exploration
  publication-title: Results Control Optim.
– volume: 417
  year: 2023
  ident: bib0116
  article-title: Quadratic interpolation optimization (QIO): a new optimization algorithm based on generalized quadratic interpolation and its applications to real-world engineering problems
  publication-title: Comput. Methods Appl. Mech. Eng.
– volume: 1
  start-page: 1194
  year: 2008
  end-page: 1199
  ident: bib0147
  article-title: A global optimization algorithm based on plant growth theory: plant growth optimization
  publication-title: 2008 Int. Conf. Intell. Comput. Technol. Autom.
– start-page: 582
  year: 2005
  end-page: 591
  ident: bib0194
  article-title: Unified particle swarm optimization for solving constrained engineering optimization problems
  publication-title: Int. Conf. Nat. Comput.
– start-page: 53
  year: 2011
  end-page: 66
  ident: bib0216
  article-title: Accelerated particle swarm optimization and support vector machine for business optimization and applications
  publication-title: Int. Conf. Networked Digit. Technol.
– volume: 202
  start-page: 343
  year: 2022
  end-page: 373
  ident: bib0017
  article-title: Gannet optimization algorithm: a new metaheuristic algorithm for solving engineering optimization problems
  publication-title: Math. Comput. Simul.
– volume: 16
  start-page: 1483
  year: 2022
  end-page: 1525
  ident: bib0008
  article-title: Circulatory system based optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm
  publication-title: Eng. Appl. Comput. Fluid Mech.
– start-page: 1
  year: 2024
  end-page: 49
  ident: bib0070
  article-title: Puma optimizer (PO): a novel metaheuristic optimization algorithm and its application in machine learning
  publication-title: Cluster. Comput.
– year: 2020
  ident: bib0180
  article-title: Guidelines for real-world single-objective constrained optimisation competition
  publication-title: PN-Suganthan/2020-RW-Constrained-Optimisation
– volume: 183
  year: 2021
  ident: bib0229
  article-title: A new optimization method based on COOT bird natural life model
  publication-title: Expert. Syst. Appl.
– volume: 159
  start-page: 20
  year: 2018
  end-page: 50
  ident: bib0021
  article-title: Emperor penguin optimizer: a bio-inspired algorithm for engineering problems
  publication-title: Knowl.-Based Syst.
– volume: 93
  year: 2020
  ident: bib0178
  article-title: A memory-based grey wolf optimizer for global optimization tasks
  publication-title: Appl. Soft. Comput.
– volume: 78
  start-page: 2125
  year: 2022
  end-page: 2174
  ident: bib0218
  article-title: Stock exchange trading optimization algorithm: a human-inspired method for global optimization
  publication-title: J. Supercomput.
– volume: 35
  start-page: 521
  year: 2006
  end-page: 549
  ident: bib0193
  article-title: Derivative-free filter simulated annealing method for constrained continuous global optimization
  publication-title: J. Glob. Optim.
– volume: 87
  year: 2020
  ident: bib0015
  article-title: Barnacles mating optimizer: a new bio-inspired algorithm for solving engineering optimization problems
  publication-title: Eng. Appl. Artif. Intell.
– volume: 45
  start-page: 191
  year: 2014
  end-page: 204
  ident: bib0031
  article-title: A competitive swarm optimizer for large scale optimization
  publication-title: IEEE Trans. Cybern.
– volume: 11
  start-page: 293
  year: 2020
  end-page: 308
  ident: bib0020
  article-title: Eldin AMB. parasitism–predation algorithm (PPA): a novel approach for feature selection
  publication-title: Ain Shams. Eng. J.
– volume: 12
  start-page: 21
  year: 2019
  end-page: 31
  ident: bib0077
  article-title: Future search algorithm for optimization
  publication-title: Evol. Intell.
– volume: 35
  start-page: 619
  year: 2019
  end-page: 626
  ident: bib0154
  article-title: A sunflower optimization (SFO) algorithm applied to damage identification on laminated composite plates
  publication-title: Eng. Comput.
– volume: 69
  start-page: 46
  year: 2014
  end-page: 61
  ident: bib0163
  article-title: Grey wolf optimizer
  publication-title: Adv. Eng. Softw.
– volume: 105
  start-page: 30
  year: 2017
  end-page: 47
  ident: bib0184
  article-title: Grasshopper optimisation algorithm: theory and application
  publication-title: Adv. Eng. Softw.
– volume: 139
  start-page: 98
  year: 2014
  end-page: 112
  ident: bib0185
  article-title: Symbiotic organisms search: a new metaheuristic optimization algorithm
  publication-title: Comput. Struct.
– volume: 22
  start-page: 855
  year: 2022
  ident: bib0217
  article-title: Pelican optimization algorithm: a novel nature-inspired algorithm for engineering applications
  publication-title: Sensors
– volume: 152
  year: 2020
  ident: bib0039
  article-title: Marine predators algorithm: a nature-inspired metaheuristic
  publication-title: Expert. Syst. Appl.
– volume: 35
  start-page: 10147
  year: 2023
  end-page: 10196
  ident: bib0131
  article-title: A novel metaheuristic algorithm inspired by COVID-19 for real-parameter optimization
  publication-title: Neural Comput. Appl.
– volume: 1
  start-page: 3
  year: 2011
  end-page: 18
  ident: bib0164
  article-title: A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
  publication-title: Swarm. Evol. Comput.
– volume: 36
  start-page: 607
  year: 2004
  ident: 10.1016/j.knosys.2024.111850_bib0203
  article-title: Hybridizing a genetic algorithm with an artificial immune system for global optimization
  publication-title: Eng. Optim.
  doi: 10.1080/03052150410001704845
– volume: 121
  start-page: 147
  year: 2018
  ident: 10.1016/j.knosys.2024.111850_bib0034
  article-title: Pity beetle algorithm–A new metaheuristic inspired by the behavior of bark beetles
  publication-title: Adv. Eng. Softw.
  doi: 10.1016/j.advengsoft.2018.04.007
– volume: 114
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0051
  article-title: Dandelion optimizer: a nature-inspired metaheuristic algorithm for engineering applications
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2022.105075
– volume: 27
  start-page: 16611
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0090
  article-title: Numeric crunch algorithm: a new metaheuristic algorithm for solving global and engineering optimization problems
  publication-title: Soft. Comput.
  doi: 10.1007/s00500-023-08925-z
– volume: 78
  start-page: 545
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0227
  article-title: A new meta-heuristic optimizer: pathfinder algorithm
  publication-title: Appl. Soft. Comput.
  doi: 10.1016/j.asoc.2019.03.012
– volume: 174
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0223
  article-title: Hybrid slime mould algorithm with adaptive guided differential evolution algorithm for combinatorial and global optimization problems
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2021.114689
– volume: 45
  start-page: 191
  year: 2014
  ident: 10.1016/j.knosys.2024.111850_bib0031
  article-title: A competitive swarm optimizer for large scale optimization
  publication-title: IEEE Trans. Cybern.
  doi: 10.1109/TCYB.2014.2322602
– volume: 9
  start-page: 571
  year: 2013
  ident: 10.1016/j.knosys.2024.111850_bib0150
  article-title: An idea based on plant root growth for numerical optimization
– volume: 97
  start-page: 849
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0035
  article-title: Harris hawks optimization: algorithm and applications
  publication-title: Futur. Gener. Comput. Syst.
  doi: 10.1016/j.future.2019.02.028
– volume: 47
  start-page: 850
  year: 2017
  ident: 10.1016/j.knosys.2024.111850_bib0192
  article-title: Human mental search: a new population-based metaheuristic optimization algorithm
  publication-title: Appl. Intell.
  doi: 10.1007/s10489-017-0903-6
– start-page: 539
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0124
  article-title: Evolutionary algorithm for solving combinatorial optimization—a review
  publication-title: Innov. Comput. Sci. Eng. Proc. 8th ICICSE
  doi: 10.1007/978-981-33-4543-0_57
– start-page: 69
  year: 1998
  ident: 10.1016/j.knosys.2024.111850_bib0171
  article-title: A modified particle swarm optimizer
– volume: 226
  start-page: 792
  year: 1984
  ident: 10.1016/j.knosys.2024.111850_bib0140
  article-title: The significance of responses of the genome to challenge
  publication-title: Science (80-)
  doi: 10.1126/science.15739260
– volume: 69
  start-page: 46
  year: 2014
  ident: 10.1016/j.knosys.2024.111850_bib0163
  article-title: Grey wolf optimizer
  publication-title: Adv. Eng. Softw.
  doi: 10.1016/j.advengsoft.2013.12.007
– volume: 200
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0156
  article-title: Poplar optimization algorithm: a new meta-heuristic optimization technique for numerical optimization and image segmentation
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2022.117118
– volume: 26
  start-page: 1331
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0050
  article-title: PPO: a new nature-inspired metaheuristic algorithm based on predation for optimization
  publication-title: Soft. Comput.
  doi: 10.1007/s00500-021-06404-x
– volume: 144
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0094
  article-title: Fitness-distance-constraint (FDC) based guide selection method for constrained optimization problems
  publication-title: Appl. Soft. Comput.
  doi: 10.1016/j.asoc.2023.110479
– volume: 11
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0012
  article-title: Wild geese algorithm: a novel algorithm for large scale optimization based on the natural life and death of wild geese
  publication-title: Array
  doi: 10.1016/j.array.2021.100074
– year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0065
  article-title: Crested porcupine optimizer: a new nature-inspired metaheuristic
  publication-title: Knowl.-Based Syst.
– volume: 172
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0002
  article-title: The novel combination lock algorithm for improving the performance of metaheuristic optimizers
  publication-title: Adv. Eng. Softw.
  doi: 10.1016/j.advengsoft.2022.103177
– volume: 174
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0210
  article-title: Chameleon swarm algorithm: a bio-inspired optimizer for solving engineering design problems
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2021.114685
– volume: 119
  start-page: 210
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0187
  article-title: A hybrid self-adaptive sine cosine algorithm with opposition based learning
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2018.10.050
– volume: 53
  start-page: 11833
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0062
  article-title: Sea-horse optimizer: a novel nature-inspired meta-heuristic for global optimization problems
  publication-title: Appl. Intell.
  doi: 10.1007/s10489-022-03994-3
– volume: 18
  start-page: 521
  year: 2014
  ident: 10.1016/j.knosys.2024.111850_bib0151
  article-title: Root growth model: a novel approach to numerical function optimization and simulation of plant root system
  publication-title: Soft. Comput.
  doi: 10.1007/s00500-013-1073-z
– volume: 93
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0178
  article-title: A memory-based grey wolf optimizer for global optimization tasks
  publication-title: Appl. Soft. Comput.
  doi: 10.1016/j.asoc.2020.106367
– volume: 10
  start-page: 3466
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0110
  article-title: Light spectrum optimizer: a novel physics-inspired metaheuristic optimization algorithm
  publication-title: Mathematics
  doi: 10.3390/math10193466
– volume: 192
  start-page: 84
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0047
  article-title: Honey badger algorithm: new metaheuristic algorithm for solving optimization problems
  publication-title: Math. Comput. Simul.
  doi: 10.1016/j.matcom.2021.08.013
– volume: 532
  start-page: 183
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0121
  article-title: RIME: a physics-based optimization
  publication-title: Neurocomputing.
  doi: 10.1016/j.neucom.2023.02.010
– volume: 145
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0166
  article-title: Meta-heuristic search algorithms in truss optimization: research on stability and complexity analyses
  publication-title: Appl. Soft. Comput.
  doi: 10.1016/j.asoc.2023.110573
– volume: 44
  start-page: 148
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0036
  article-title: A novel nature-inspired algorithm for optimization: squirrel search algorithm
  publication-title: Swarm. Evol. Comput.
  doi: 10.1016/j.swevo.2018.02.013
– volume: 238
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0068
  article-title: Electric eel foraging optimization: a new bio-inspired optimizer for engineering applications
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2023.122200
– volume: 37
  start-page: 395
  year: 2009
  ident: 10.1016/j.knosys.2024.111850_bib0219
  article-title: Constrained optimization based on hybrid evolutionary algorithm and adaptive constraint-handling technique
  publication-title: Struct. Multidiscip. Optim.
  doi: 10.1007/s00158-008-0238-3
– volume: 36
  start-page: 670
  year: 2015
  ident: 10.1016/j.knosys.2024.111850_bib0125
  article-title: ITGO: invasive tumor growth optimization algorithm
  publication-title: Appl. Soft. Comput.
  doi: 10.1016/j.asoc.2015.07.045
– volume: 49
  start-page: 366
  year: 1980
  ident: 10.1016/j.knosys.2024.111850_bib0162
  article-title: Photosynthesis in leaves of the juvenile and adult phase of Ivy (Hedera helix)
  publication-title: Physiol. Plant
  doi: 10.1111/j.1399-3054.1980.tb03318.x
– volume: 2
  start-page: 173
  year: 2016
  ident: 10.1016/j.knosys.2024.111850_bib0080
  article-title: Social group optimization (SGO): a new population evolutionary optimization technique
  publication-title: Complex Intell. Syst.
  doi: 10.1007/s40747-016-0022-8
– volume: 42
  start-page: 6686
  year: 2015
  ident: 10.1016/j.knosys.2024.111850_bib0152
  article-title: TSA: tree-seed algorithm for continuous optimization
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2015.04.055
– volume: 56
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0176
  article-title: A test-suite of non-convex constrained optimization problems from the real-world and some baseline results
  publication-title: Swarm. Evol. Comput.
  doi: 10.1016/j.swevo.2020.100693
– volume: 114
  start-page: 48
  year: 2017
  ident: 10.1016/j.knosys.2024.111850_bib0215
  article-title: Spotted hyena optimizer: a novel bio-inspired based metaheuristic technique for engineering applications
  publication-title: Adv. Eng. Softw.
  doi: 10.1016/j.advengsoft.2017.05.014
– volume: 35
  start-page: 619
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0154
  article-title: A sunflower optimization (SFO) algorithm applied to damage identification on laminated composite plates
  publication-title: Eng. Comput.
  doi: 10.1007/s00366-018-0620-8
– volume: 170
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0109
  article-title: Lichtenberg algorithm: a novel hybrid physics-based meta-heuristic for global optimization
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2020.114522
– start-page: 1
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0112
  article-title: EDOA: an elastic deformation optimization algorithm
  publication-title: Appl. Intell.
– start-page: 1
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0181
  article-title: A differential evolution algorithm with q-learning for solving engineering design problems
– volume: 203
  start-page: 858
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0188
  article-title: A salp swarm algorithm based on Harris Eagle foraging strategy
  publication-title: Math. Comput. Simul.
  doi: 10.1016/j.matcom.2022.07.018
– start-page: 646
  year: 2007
  ident: 10.1016/j.knosys.2024.111850_bib0230
  article-title: A hybrid genetic algorithm for constrained optimization problems in mechanical engineering
– volume: 208
  start-page: 95
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0158
  article-title: Orchard Algorithm (OA): a new meta-heuristic algorithm for solving discrete and continuous optimization problems
  publication-title: Math. Comput. Simul.
  doi: 10.1016/j.matcom.2022.12.027
– volume: 114
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0052
  article-title: Artificial rabbits optimization: a new bio-inspired meta-heuristic algorithm for solving engineering optimization problems
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2022.105082
– volume: 214
  start-page: 1
  year: 2013
  ident: 10.1016/j.knosys.2024.111850_bib0161
  article-title: Host preference and growth patterns of Ivy (Hedera helix L.) in a temperate alluvial forest
  publication-title: Plant Ecol.
  doi: 10.1007/s11258-012-0130-5
– volume: 245
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0136
  article-title: A new evolutionary optimization algorithm with hybrid guidance mechanism for truck-multi drone delivery system
  publication-title: Expert. Syst. Appl.
– start-page: 582
  year: 2005
  ident: 10.1016/j.knosys.2024.111850_bib0194
  article-title: Unified particle swarm optimization for solving constrained engineering optimization problems
– year: 1995
  ident: 10.1016/j.knosys.2024.111850_bib0032
  article-title: A new optimizer using particle swarm theory
  publication-title: MHS’95 Proc. Sixth Int. Symp. Micro. Mach. Hum. Sci.
  doi: 10.1109/MHS.1995.494215
– volume: 37
  start-page: 1676
  year: 2010
  ident: 10.1016/j.knosys.2024.111850_bib0199
  article-title: Gaussian quantum-behaved particle swarm optimization approaches for constrained engineering design problems
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2009.06.044
– volume: 10
  start-page: 1626
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0111
  article-title: Circle search algorithm: a geometry-based metaheuristic optimization algorithm
  publication-title: Mathematics
  doi: 10.3390/math10101626
– volume: 111
  start-page: 300
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0038
  article-title: Slime mould algorithm: a new method for stochastic optimization
  publication-title: Futur. Gener. Comput. Syst.
  doi: 10.1016/j.future.2020.03.055
– volume: 10
  start-page: 121615
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0054
  article-title: Giant trevally optimizer (GTO): a novel metaheuristic algorithm for global optimization and challenging engineering problems
  publication-title: IEEE Access.
  doi: 10.1109/ACCESS.2022.3223388
– year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0117
  article-title: A sinh cosh optimizer
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2023.111081
– start-page: 307
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0099
  article-title: Improved phasor particle swarm optimization with fitness distance balance for optimal power flow problem of hybrid AC/DC power grids
  publication-title: Int. Conf. Artif. Intell. Appl. Math. Eng.
– volume: 213
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0165
  article-title: A comprehensive performance analysis of meta-heuristic optimization techniques for effective organic rankine cycle design
  publication-title: Appl. Therm. Eng.
  doi: 10.1016/j.applthermaleng.2022.118687
– start-page: 1
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0221
  article-title: Improved multi-operator differential evolution algorithm for solving unconstrained problems
– volume: 166
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0042
  article-title: Red fox optimization algorithm
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2020.114107
– year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0120
  article-title: PID-based search algorithm: a novel metaheuristic algorithm based on PID algorithm
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2023.120886
– start-page: 1
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0070
  article-title: Puma optimizer (PO): a novel metaheuristic optimization algorithm and its application in machine learning
  publication-title: Cluster. Comput.
– volume: 238
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0066
  article-title: Triangulation topology aggregation optimizer: a novel mathematics-based meta-heuristic algorithm for continuous optimization and engineering applications
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2023.121744
– volume: 96
  start-page: 120
  year: 2016
  ident: 10.1016/j.knosys.2024.111850_bib0009
  article-title: SCA: a sine cosine algorithm for solving optimization problems
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2015.12.022
– volume: 67
  start-page: 283
  year: 2017
  ident: 10.1016/j.knosys.2024.111850_bib0081
  article-title: A diverse human learning optimization algorithm
  publication-title: J. Glob. Optim.
  doi: 10.1007/s10898-016-0444-2
– volume: 95
  start-page: 51
  year: 2016
  ident: 10.1016/j.knosys.2024.111850_bib0175
  article-title: The whale optimization algorithm
  publication-title: Adv. Eng. Softw.
  doi: 10.1016/j.advengsoft.2016.01.008
– volume: 8
  start-page: 65
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0206
  article-title: An enhanced chimp optimization algorithm for continuous optimization domains
  publication-title: Complex Intell. Syst.
  doi: 10.1007/s40747-021-00346-5
– volume: 27
  start-page: 1031
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0207
  article-title: A comparative study of recent non-traditional methods for mechanical design optimization
  publication-title: Arch. Comput. Methods Eng.
  doi: 10.1007/s11831-019-09343-x
– volume: 93
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0225
  article-title: Dynamic differential annealed optimization: new metaheuristic optimization algorithm for engineering applications
  publication-title: Appl. Soft. Comput.
  doi: 10.1016/j.asoc.2020.106392
– volume: 1
  start-page: 355
  year: 2006
  ident: 10.1016/j.knosys.2024.111850_bib0146
  article-title: A novel numerical optimization algorithm inspired from weed colonization
  publication-title: Ecol. Inform.
  doi: 10.1016/j.ecoinf.2006.07.003
– volume: 267
  start-page: 66
  year: 1992
  ident: 10.1016/j.knosys.2024.111850_bib0126
  article-title: Genetic algorithms
  publication-title: Sci. Am.
  doi: 10.1038/scientificamerican0792-66
– year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0180
  article-title: Guidelines for real-world single-objective constrained optimisation competition
– volume: 251
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0045
  article-title: Beluga whale optimization: a novel nature-inspired metaheuristic algorithm
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2022.109215
– volume: 31
  start-page: 7665
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0167
  article-title: On the exploration and exploitation in popular swarm-based metaheuristic algorithms
  publication-title: Neural Comput. Appl.
  doi: 10.1007/s00521-018-3592-0
– volume: 241
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0091
  article-title: Human evolutionary optimization algorithm
  publication-title: Expert Syst. Appl.
  doi: 10.1016/j.eswa.2023.122638
– volume: 149
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0177
  article-title: An improved firefly algorithm for global continuous optimization problems
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2020.113340
– volume: 286
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0133
  article-title: Guided learning strategy: a novel update mechanism for metaheuristic algorithms design and improvement
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2024.111402
– volume: 16
  start-page: 997
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0063
  article-title: Termite alate optimization algorithm: a swarm-based nature inspired algorithm for optimization problems
  publication-title: Evol. Intell.
  doi: 10.1007/s12065-022-00714-1
– volume: 92
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0005
  article-title: A novel and effective optimization algorithm for global optimization and its engineering applications: turbulent flow of water-based optimization (TFWO)
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2020.103666
– volume: 22
  start-page: 855
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0217
  article-title: Pelican optimization algorithm: a novel nature-inspired algorithm for engineering applications
  publication-title: Sensors
  doi: 10.3390/s22030855
– volume: 59
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0069
  article-title: Super eagle optimization algorithm based three-dimensional ball security corridor planning method for fixed-wing UAVs
  publication-title: Adv. Eng. Inform.
  doi: 10.1016/j.aei.2024.102354
– start-page: 1
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0220
  article-title: COLSHADE for real-world single-objective constrained optimization problems
– volume: 195
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0074
  article-title: Political optimizer: a novel socio-inspired meta-heuristic for global optimization
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2020.105709
– volume: 186
  start-page: 340
  year: 2007
  ident: 10.1016/j.knosys.2024.111850_bib0224
  article-title: An effective co-evolutionary differential evolution for constrained optimization
  publication-title: Appl. Math. Comput.
  doi: 10.1016/j.amc.2006.07.105
– volume: 198
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0011
  article-title: Golden jackal optimization: a novel nature-inspired optimizer for engineering applications
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2022.116924
– volume: 11
  start-page: 293
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0020
  article-title: Eldin AMB. parasitism–predation algorithm (PPA): a novel approach for feature selection
  publication-title: Ain Shams. Eng. J.
  doi: 10.1016/j.asej.2019.10.004
– volume: 155
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0058
  article-title: Pilgrimage walk optimization: folk culture-inspired algorithm for identification of bridge deterioration
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2023.105055
– volume: 35
  start-page: 10147
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0131
  article-title: A novel metaheuristic algorithm inspired by COVID-19 for real-parameter optimization
  publication-title: Neural Comput. Appl.
  doi: 10.1007/s00521-023-08229-1
– volume: 211
  start-page: 392
  year: 2009
  ident: 10.1016/j.knosys.2024.111850_bib0191
  article-title: An effective multiagent evolutionary algorithm integrating a novel roulette inversion operator for engineering optimization
  publication-title: Appl. Math. Comput.
  doi: 10.1016/j.amc.2009.01.048
– volume: 191
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0173
  article-title: Reptile search algorithm (RSA): a nature-inspired meta-heuristic optimizer
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2021.116158
– start-page: 1
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0072
  article-title: Duck swarm algorithm: theory, numerical optimization, and applications
  publication-title: Cluster. Comput.
– volume: 87
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0015
  article-title: Barnacles mating optimizer: a new bio-inspired algorithm for solving engineering optimization problems
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2019.103330
– volume: 7
  start-page: 386
  year: 2003
  ident: 10.1016/j.knosys.2024.111850_bib0179
  article-title: Society and civilization: an optimization algorithm based on the simulation of social behavior
  publication-title: IEEE Trans. Evol. Comput.
  doi: 10.1109/TEVC.2003.814902
– volume: 24
  start-page: 7400
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0139
  article-title: A new intelligent sunflower optimization based explainable artificial intelligence approach for early-age concrete compressive strength classification and mixture design of RAC
  publication-title: Struct. Concr.
  doi: 10.1002/suco.202300138
– volume: 239
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0135
  article-title: Walrus optimizer: a novel nature-inspired metaheuristic algorithm
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2023.122413
– year: 1995
  ident: 10.1016/j.knosys.2024.111850_bib0159
  article-title: Differential evolution–a simple and efficient adaptive scheme for global optimization over continuous spaces: technical report TR-95-012
  publication-title: Int. Comput. Sci. Berkeley, Calif.
– volume: 324
  start-page: 217
  year: 2015
  ident: 10.1016/j.knosys.2024.111850_bib0100
  article-title: Heat transfer search (HTS): a novel optimization algorithm
  publication-title: Inf. Sci. (N.Y.)
  doi: 10.1016/j.ins.2015.06.044
– start-page: 2020
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0186
  article-title: Multipopulation ensemble particle swarm optimizer for engineering design problems
  publication-title: Math. Probl. Eng.
– volume: 13
  start-page: 20496
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0212
  article-title: A novel chaotic and neighborhood search-based artificial bee colony algorithm for solving optimization problems
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-023-44770-8
– volume: 11
  start-page: 122069
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0061
  article-title: Humboldt squid optimization algorithm (HSOA): a novel nature-inspired technique for solving optimization problems
  publication-title: IEEE Access.
  doi: 10.1109/ACCESS.2023.3328248
– year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0201
  article-title: Deer hunting optimization algorithm: a new nature-inspired meta-heuristic paradigm
  publication-title: Comput. J.
  doi: 10.1093/comjnl/bxy133
– volume: 392
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0043
  article-title: Starling murmuration optimizer: a novel bio-inspired algorithm for global and engineering optimization
  publication-title: Comput. Methods Appl. Mech. Eng.
  doi: 10.1016/j.cma.2022.114616
– volume: 7
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0075
  article-title: Transit search: an optimization algorithm based on exoplanet exploration
  publication-title: Results Control Optim.
– start-page: 1
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0095
  article-title: Dynamic FDB selection method and its application: modeling and optimizing of directional overcurrent relays coordination
  publication-title: Appl. Intell.
– volume: 540
  start-page: 131
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0105
  article-title: Gradient-based optimizer: a new metaheuristic optimization algorithm
  publication-title: Inf. Sci. (N.Y.)
  doi: 10.1016/j.ins.2020.06.037
– start-page: 1
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0134
  article-title: Love Evolution Algorithm: a stimulus–value–role theory-inspired evolutionary algorithm for global optimization
  publication-title: J. Supercomput.
– year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0226
  article-title: INFO: an efficient optimization algorithm based on weighted mean of vectors
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2022.116516
– volume: 12
  start-page: 702
  year: 2008
  ident: 10.1016/j.knosys.2024.111850_bib0172
  article-title: Biogeography-based optimization
  publication-title: IEEE Trans. Evol. Comput.
  doi: 10.1109/TEVC.2008.919004
– volume: 262
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0055
  article-title: Nutcracker optimizer: a novel nature-inspired metaheuristic algorithm for global optimization and engineering design problems
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2022.110248
– volume: 191
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0104
  article-title: Equilibrium optimizer: a novel optimization algorithm
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2019.105190
– volume: 261
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0157
  article-title: Growth optimizer: a powerful metaheuristic algorithm for solving continuous and discrete global optimization problems
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2022.110206
– start-page: 652
  year: 2005
  ident: 10.1016/j.knosys.2024.111850_bib0228
  article-title: Useful infeasible solutions in engineering optimization with evolutionary algorithms
– volume: 98
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0155
  article-title: A carnivorous plant algorithm for solving global optimization problems
  publication-title: Appl. Soft. Comput.
  doi: 10.1016/j.asoc.2020.106833
– volume: 586
  start-page: 424
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0019
  article-title: Integrated optimization algorithm: a metaheuristic approach for complicated optimization
  publication-title: Inf. Sci. (N.Y.)
  doi: 10.1016/j.ins.2021.11.043
– volume: 243
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0053
  article-title: White shark optimizer: a novel bio-inspired meta-heuristic algorithm for global optimization problems
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2022.108457
– volume: 8
  start-page: 329
  year: 2018
  ident: 10.1016/j.knosys.2024.111850_bib0145
  article-title: Artificial flora (AF) optimization algorithm
  publication-title: Appl. Sci.
  doi: 10.3390/app8030329
– volume: 34
  start-page: 22465
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0130
  article-title: COVIDOA: a novel evolutionary optimization algorithm based on coronavirus disease replication lifecycle
  publication-title: Neural Comput. Appl.
  doi: 10.1007/s00521-022-07639-x
– start-page: 461
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0049
  article-title: Pufferfish optimization algorithm: a bioinspired optimizer
  publication-title: Handb. Intell. Comput. Optim. Sustain. Dev.
– volume: 213
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0018
  article-title: Horse herd optimization algorithm: a nature-inspired algorithm for high-dimensional optimization problems
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2020.106711
– volume: 23
  start-page: 1001
  year: 2012
  ident: 10.1016/j.knosys.2024.111850_bib0213
  article-title: Artificial bee colony algorithm for large-scale problems and engineering design optimization
  publication-title: J. Intell. Manuf.
  doi: 10.1007/s10845-010-0393-4
– volume: 14
  start-page: 5032
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0067
  article-title: Hippopotamus optimization algorithm: a novel nature-inspired optimization algorithm
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-024-54910-3
– volume: 14
  start-page: 6032
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0137
  article-title: Symmetric projection optimizer: concise and efficient solving engineering problems using the fundamental wave of the Fourier series
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-024-56521-4
– volume: 403
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0115
  article-title: Special relativity search for applied mechanics and engineering
  publication-title: Comput. Methods Appl. Mech. Eng.
  doi: 10.1016/j.cma.2022.115734
– volume: 78
  start-page: 2125
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0218
  article-title: Stock exchange trading optimization algorithm: a human-inspired method for global optimization
  publication-title: J. Supercomput.
  doi: 10.1007/s11227-021-03943-w
– volume: 122
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0007
  article-title: Development of the natural survivor method (NSM) for designing an updating mechanism in metaheuristic search algorithms
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2023.106121
– volume: 376
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0170
  article-title: The arithmetic optimization algorithm
  publication-title: Comput. Methods Appl. Mech. Eng.
  doi: 10.1016/j.cma.2020.113609
– volume: 12
  start-page: 21
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0077
  article-title: Future search algorithm for optimization
  publication-title: Evol. Intell.
  doi: 10.1007/s12065-018-0172-2
– start-page: 1
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0189
  article-title: A global best-guided firefly algorithm for engineering problems
  publication-title: J. Bionic. Eng.
– volume: 28
  start-page: e2536
  year: 2018
  ident: 10.1016/j.knosys.2024.111850_bib0103
  article-title: CFA optimizer: a new and powerful algorithm inspired by Franklin's and Coulomb's laws theory for solving the economic load dispatch problems
  publication-title: Int. Trans. Electr. Energy Syst.
  doi: 10.1002/etep.2536
– volume: 85
  start-page: 290
  year: 2018
  ident: 10.1016/j.knosys.2024.111850_bib0236
  article-title: Differential big bang-big crunch algorithm for construction-engineering design optimization
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2017.10.019
– volume: 174
  start-page: 1
  year: 2018
  ident: 10.1016/j.knosys.2024.111850_bib0028
  article-title: A novel bio-inspired optimization model based on yellow saddle goatfish behavior
  publication-title: Biosystems
  doi: 10.1016/j.biosystems.2018.09.007
– volume: 159
  start-page: 20
  year: 2018
  ident: 10.1016/j.knosys.2024.111850_bib0021
  article-title: Emperor penguin optimizer: a bio-inspired algorithm for engineering problems
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2018.06.001
– volume: 36
  start-page: 585
  year: 2004
  ident: 10.1016/j.knosys.2024.111850_bib0196
  article-title: An improved particle swarm optimizer for mechanical design optimization problems
  publication-title: Eng. Optim.
  doi: 10.1080/03052150410001704854
– volume: 59
  start-page: 596
  year: 2017
  ident: 10.1016/j.knosys.2024.111850_bib0107
  article-title: A novel physical based meta-heuristic optimization method known as lightning attachment procedure optimization
  publication-title: Appl. Soft. Comput.
  doi: 10.1016/j.asoc.2017.06.033
– volume: 178
  start-page: 1
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0086
  article-title: Human urbanization algorithm: a novel metaheuristic approach
  publication-title: Math. Comput. Simul.
  doi: 10.1016/j.matcom.2020.05.023
– volume: 29
  start-page: 17
  year: 2013
  ident: 10.1016/j.knosys.2024.111850_bib0231
  article-title: Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems
  publication-title: Eng. Comput.
  doi: 10.1007/s00366-011-0241-y
– volume: 177
  start-page: 2075
  year: 2007
  ident: 10.1016/j.knosys.2024.111850_bib0078
  article-title: Human evolutionary model: a new approach to optimization
  publication-title: Inf. Sci. (N.Y.)
  doi: 10.1016/j.ins.2006.09.012
– volume: 215
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0183
  article-title: Dimension decided Harris hawks optimization with Gaussian mutation: balance analysis and diversity patterns
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2020.106425
– volume: 13
  start-page: 2592
  year: 2013
  ident: 10.1016/j.knosys.2024.111850_bib0030
  article-title: Mine blast algorithm: a new population based algorithm for solving constrained engineering optimization problems
  publication-title: Appl. Soft. Comput.
  doi: 10.1016/j.asoc.2012.11.026
– volume: 56
  start-page: 8265
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0064
  article-title: The goat search algorithms
  publication-title: Artif. Intell. Rev.
  doi: 10.1007/s10462-022-10341-y
– volume: 268
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0118
  article-title: Kepler optimization algorithm: a new metaheuristic algorithm inspired by Kepler's laws of planetary motion
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2023.110454
– start-page: 120
  year: 2011
  ident: 10.1016/j.knosys.2024.111850_bib0148
  article-title: Artificial plant optimization algorithm for constrained optimization problems
– volume: 128
  start-page: 192
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0127
  article-title: Find-fix-finish-exploit-analyze (F3EA) meta-heuristic algorithm: an effective algorithm with new evolutionary operators for global optimization
  publication-title: Comput. Ind. Eng.
  doi: 10.1016/j.cie.2018.12.033
– volume: 8
  start-page: 22
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0048
  article-title: A novel swarm intelligence optimization approach: sparrow search algorithm
  publication-title: Syst. Sci. Control Eng.
  doi: 10.1080/21642583.2019.1708830
– start-page: 1
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0168
  article-title: Geyser inspired algorithm: a new geological-inspired meta-heuristic for real-parameter and constrained engineering optimization
  publication-title: J. Bionic. Eng.
– volume: 94
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0108
  article-title: Lévy flight distribution: a new metaheuristic algorithm for solving engineering optimization problems
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2020.103731
– volume: 8
  start-page: 308
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0128
  article-title: Coronavirus optimization algorithm: a bioinspired metaheuristic based on the COVID-19 propagation model
  publication-title: Big. Data
  doi: 10.1089/big.2020.0051
– volume: 7
  start-page: 19
  year: 2016
  ident: 10.1016/j.knosys.2024.111850_bib0023
  article-title: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems
  publication-title: Int. J. Ind. Eng. Comput.
– volume: 193
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0088
  article-title: A new optimization algorithm inspired by the quest for the evolution of human society: human felicity algorithm
  publication-title: Expert Syst. Appl.
– volume: 11
  start-page: 107
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0174
  article-title: Rao algorithms: three metaphor-less simple algorithms for solving optimization problems
  publication-title: Int. J. Ind. Eng. Comput.
– volume: 35
  start-page: 521
  year: 2006
  ident: 10.1016/j.knosys.2024.111850_bib0193
  article-title: Derivative-free filter simulated annealing method for constrained continuous global optimization
  publication-title: J. Glob. Optim.
  doi: 10.1007/s10898-005-3693-z
– volume: 90
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0040
  article-title: Tunicate swarm algorithm: a new bio-inspired based metaheuristic paradigm for global optimization
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2020.103541
– volume: 16
  start-page: 1483
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0008
  article-title: Circulatory system based optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm
  publication-title: Eng. Appl. Comput. Fluid Mech.
– start-page: 1
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0046
  article-title: Wild horse optimizer: a new meta-heuristic algorithm for solving engineering optimization problems
  publication-title: Eng. Comput.
– volume: 47
  start-page: 417
  year: 2017
  ident: 10.1016/j.knosys.2024.111850_bib0138
  article-title: Plant intelligence based metaheuristic optimization algorithms
  publication-title: Artif. Intell. Rev.
  doi: 10.1007/s10462-016-9486-6
– year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0092
  article-title: Partial reinforcement optimizer: an evolutionary optimization algorithm
  publication-title: Expert. Syst. Appl.
– start-page: 25
  year: 2006
  ident: 10.1016/j.knosys.2024.111850_bib0211
  article-title: Modified differential evolution for constrained optimization
– volume: 32
  start-page: 9383
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0027
  article-title: Artificial ecosystem-based optimization: a novel nature-inspired meta-heuristic algorithm
  publication-title: Neural. Comput. Appl.
  doi: 10.1007/s00521-019-04452-x
– volume: 57
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0198
  article-title: An efficient derivative-free optimization algorithm inspired by avian life-saving manoeuvres
  publication-title: J. Comput. Sci.
  doi: 10.1016/j.jocs.2021.101483
– volume: 169
  start-page: 1
  year: 2016
  ident: 10.1016/j.knosys.2024.111850_bib0025
  article-title: A novel metaheuristic method for solving constrained engineering optimization problems: crow search algorithm
  publication-title: Comput. Struct.
  doi: 10.1016/j.compstruc.2016.03.001
– year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0071
  article-title: Parrot optimizer: algorithm and applications to medical problems
  publication-title: Comput. Biol. Med.
  doi: 10.1016/j.compbiomed.2024.108064
– start-page: 1
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0222
  article-title: A modified matrix adaptation evolution strategy with restarts for constrained real-world problems
– year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0014
  article-title: Aphid-ant mutualism: a novel nature-inspired metaheuristic algorithm for solving optimization problems
  publication-title: Math. Comput. Simul.
  doi: 10.1016/j.matcom.2022.05.015
– year: 1970
  ident: 10.1016/j.knosys.2024.111850_bib0003
– volume: 5
  year: 2013
  ident: 10.1016/j.knosys.2024.111850_bib0200
  article-title: A diversity-enhanced constrained particle swarm optimizer for mixed integer-discrete-continuous engineering design problems
  publication-title: Adv. Mech. Eng.
  doi: 10.1155/2013/130750
– volume: 202
  start-page: 343
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0017
  article-title: Gannet optimization algorithm: a new metaheuristic algorithm for solving engineering optimization problems
  publication-title: Math. Comput. Simul.
  doi: 10.1016/j.matcom.2022.06.007
– year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0059
  article-title: Leopard seal optimization (LSO): a natural inspired meta-heuristic algorithm
  publication-title: Commun. Nonlinear. Sci. Numer. Simul.
  doi: 10.1016/j.cnsns.2023.107338
– volume: 188
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0013
  article-title: Orca predation algorithm: a novel bio-inspired algorithm for global optimization problems
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2021.116026
– volume: 58
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0056
  article-title: Shark optimizer: a novel nature-inspired algorithm for engineering optimization
  publication-title: Adv. Eng. Inform.
  doi: 10.1016/j.aei.2023.102210
– start-page: 1
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0097
  article-title: Dynamic-fitness-distance-balance stochastic fractal search (dFDB-SFS algorithm): an effective metaheuristic for global optimization and accurate photovoltaic modeling
  publication-title: Soft. Comput.
– volume: 101
  start-page: 646
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0102
  article-title: Henry gas solubility optimization: a novel physics-based algorithm
  publication-title: Futur. Gener. Comput. Syst.
  doi: 10.1016/j.future.2019.07.015
– volume: 391
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0022
  article-title: Dwarf mongoose optimization algorithm
  publication-title: Comput. Methods Appl. Mech. Eng.
  doi: 10.1016/j.cma.2022.114570
– volume: 157
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0169
  article-title: Aquila optimizer: a novel meta-heuristic optimization algorithm
  publication-title: Comput. Ind. Eng.
  doi: 10.1016/j.cie.2021.107250
– volume: 7
  start-page: 43473
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0029
  article-title: Fitness dependent optimizer: inspired by the bee swarming reproductive process
  publication-title: IEEe Access.
  doi: 10.1109/ACCESS.2019.2907012
– volume: 20
  start-page: 89
  year: 2007
  ident: 10.1016/j.knosys.2024.111850_bib0202
  article-title: An effective co-evolutionary particle swarm optimization for constrained engineering design problems
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2006.03.003
– start-page: 1
  year: 2014
  ident: 10.1016/j.knosys.2024.111850_bib0233
  article-title: Engineering optimization using interior search algorithm
– volume: 54
  start-page: 62
  year: 2016
  ident: 10.1016/j.knosys.2024.111850_bib0106
  article-title: Yin-Yang-pair optimization: a novel lightweight optimization algorithm
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2016.04.004
– volume: 190
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0093
  article-title: Fitness-distance balance (FDB): a new selection method for meta-heuristic search algorithms
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2019.105169
– volume: 27
  start-page: 1722
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0084
  article-title: Billiards-inspired optimization algorithm; a new meta-heuristic method
  publication-title: Structures
  doi: 10.1016/j.istruc.2020.07.058
– start-page: 53
  year: 2011
  ident: 10.1016/j.knosys.2024.111850_bib0216
  article-title: Accelerated particle swarm optimization and support vector machine for business optimization and applications
  publication-title: Int. Conf. Networked Digit. Technol.
  doi: 10.1007/978-3-642-22185-9_6
– volume: 2015
  year: 2015
  ident: 10.1016/j.knosys.2024.111850_bib0153
  article-title: A seed-based plant propagation algorithm: the feeding station model
  publication-title: Sci. World J.
  doi: 10.1155/2015/904364
– volume: 89
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0214
  article-title: An intensify Harris Hawks optimizer for numerical and engineering optimization problems
  publication-title: Appl. Soft. Comput.
  doi: 10.1016/j.asoc.2019.106018
– start-page: 1
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0182
  article-title: Voting-mechanism based ensemble constraint handling technique for real-world single-objective constrained optimization
– start-page: 1
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0205
  article-title: Multiscale medalist learning algorithm and its application in engineering
  publication-title: Acta Mech.
– volume: 152
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0039
  article-title: Marine predators algorithm: a nature-inspired metaheuristic
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2020.113377
– volume: 20
  start-page: 7
  year: 2006
  ident: 10.1016/j.knosys.2024.111850_bib0190
  article-title: A hybrid real-parameter genetic algorithm for function optimization
  publication-title: Adv. Eng. Inform.
  doi: 10.1016/j.aei.2005.09.001
– volume: 69
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0057
  article-title: Dynamic hunting leadership optimization: algorithm and applications
  publication-title: J. Comput. Sci.
  doi: 10.1016/j.jocs.2023.102010
– start-page: 1455
  year: 2008
  ident: 10.1016/j.knosys.2024.111850_bib0204
  article-title: A new hybrid AIS-GA for constrained optimization problems in mechanical engineering
– volume: 1
  start-page: 1194
  year: 2008
  ident: 10.1016/j.knosys.2024.111850_bib0147
  article-title: A global optimization algorithm based on plant growth theory: plant growth optimization
– volume: 139
  start-page: 98
  year: 2014
  ident: 10.1016/j.knosys.2024.111850_bib0185
  article-title: Symbiotic organisms search: a new metaheuristic optimization algorithm
  publication-title: Comput. Struct.
  doi: 10.1016/j.compstruc.2014.03.007
– start-page: 303
  year: 2011
  ident: 10.1016/j.knosys.2024.111850_bib0079
  article-title: Brain storm optimization algorithm
– volume: 72
  start-page: 393
  year: 2018
  ident: 10.1016/j.knosys.2024.111850_bib0144
  article-title: Tree growth algorithm (TGA): a novel approach for solving optimization problems
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2018.04.021
– start-page: 1
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0142
  article-title: Plant intelligence: history and current trends
  publication-title: Theor. Exp. Plant Physiol.
– volume: 18
  start-page: 674
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0024
  article-title: The colony predation algorithm
  publication-title: J. Bionic. Eng.
  doi: 10.1007/s42235-021-0050-y
– start-page: 1
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0122
  article-title: Hyperbolic sine optimizer: a new metaheuristic algorithm for high performance computing to address computationally intensive tasks
  publication-title: Cluster. Comput.
– start-page: 1
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0197
  article-title: Gaussian backbone-based spherical evolutionary algorithm with cross-search for engineering problems
  publication-title: J. Bionic. Eng.
– volume: 195
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0041
  article-title: Rain optimization algorithm (ROA): a new metaheuristic method for drilling optimization solutions
  publication-title: J. Pet. Sci. Eng.
  doi: 10.1016/j.petrol.2020.107512
– volume: 64
  start-page: 161
  year: 2018
  ident: 10.1016/j.knosys.2024.111850_bib0076
  article-title: Volleyball premier league algorithm
  publication-title: Appl. Soft. Comput.
  doi: 10.1016/j.asoc.2017.11.043
– volume: 417
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0116
  article-title: Quadratic interpolation optimization (QIO): a new optimization algorithm based on generalized quadratic interpolation and its applications to real-world engineering problems
  publication-title: Comput. Methods Appl. Mech. Eng.
  doi: 10.1016/j.cma.2023.116446
– volume: 7
  start-page: 73182
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0082
  article-title: Supply-demand-based optimization: a novel economics-inspired algorithm for global optimization
  publication-title: IEEe Access.
  doi: 10.1109/ACCESS.2019.2918753
– volume: 213
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0132
  article-title: Termite life cycle optimizer
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2022.119211
– year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0114
  article-title: Special relativity search: a novel metaheuristic method based on special relativity physics
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2022.109484
– volume: 3
  start-page: 24
  year: 2016
  ident: 10.1016/j.knosys.2024.111850_bib0160
  article-title: Lion optimization algorithm (LOA): a nature-inspired metaheuristic algorithm
  publication-title: J. Comput. Des. Eng.
– volume: 1
  start-page: 3
  year: 2011
  ident: 10.1016/j.knosys.2024.111850_bib0164
  article-title: A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
  publication-title: Swarm. Evol. Comput.
  doi: 10.1016/j.swevo.2011.02.002
– volume: 23
  start-page: 426
  year: 2009
  ident: 10.1016/j.knosys.2024.111850_bib0232
  article-title: An integrated method of particle swarm optimization and differential evolution
  publication-title: J. Mech. Sci. Technol.
  doi: 10.1007/s12206-008-0917-4
– volume: 93
  start-page: 115
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0237
  article-title: Tribe-charged system search for global optimization
  publication-title: Appl. Math. Model.
  doi: 10.1016/j.apm.2020.12.007
– volume: 23
  start-page: 715
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0010
  article-title: Butterfly optimization algorithm: a novel approach for global optimization
  publication-title: Soft. Comput.
  doi: 10.1007/s00500-018-3102-4
– volume: 26
  start-page: 4991
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0209
  article-title: Anti-coronavirus optimization algorithm
  publication-title: Soft. Comput.
  doi: 10.1007/s00500-022-06903-5
– volume: 117
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0096
  article-title: Economical operation of modern power grids incorporating uncertainties of renewable energy sources and load demand using the adaptive fitness-distance balance-based stochastic fractal search algorithm
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2022.105501
– volume: 7
  start-page: 308
  year: 1965
  ident: 10.1016/j.knosys.2024.111850_bib0004
  article-title: A simplex method for function minimization
  publication-title: Comput. J.
  doi: 10.1093/comjnl/7.4.308
– volume: 111
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0098
  article-title: A powerful meta-heuristic search algorithm for solving global optimization and real-world solar photovoltaic parameter estimation problems
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2022.104763
– volume: 388
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0208
  article-title: Artificial hummingbird algorithm: a new bio-inspired optimizer with its engineering applications
  publication-title: Comput. Methods Appl. Mech. Eng.
  doi: 10.1016/j.cma.2021.114194
– volume: 32
  start-page: 10359
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0087
  article-title: A new algorithm for normal and large-scale optimization problems: nomadic people optimizer
  publication-title: Neural. Comput. Appl.
  doi: 10.1007/s00521-019-04575-1
– volume: 258
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0113
  article-title: Homonuclear molecules optimization (HMO) meta-heuristic algorithm
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2022.110032
– volume: 12
  start-page: 1
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0006
  article-title: The cheetah optimizer: a nature-inspired metaheuristic algorithm for large-scale optimization problems
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-022-14338-z
– year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0129
  article-title: Artificial ecosystem-based optimization for optimal tuning of robust PID controllers in AVR systems with limited value of excitation voltage
  publication-title: Int. J. Electr. Eng. Educ.
– volume: 183
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0229
  article-title: A new optimization method based on COOT bird natural life model
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2021.115352
– year: 2008
  ident: 10.1016/j.knosys.2024.111850_bib0195
– volume: 105
  start-page: 30
  year: 2017
  ident: 10.1016/j.knosys.2024.111850_bib0184
  article-title: Grasshopper optimisation algorithm: theory and application
  publication-title: Adv. Eng. Softw.
  doi: 10.1016/j.advengsoft.2017.01.004
– volume: 90
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0085
  article-title: A new metaheuristic optimization algorithm inspired by human dynasties with an application to the wind turbine micrositing problem
  publication-title: Appl. Soft. Comput.
– volume: 185
  year: 2021
  ident: 10.1016/j.knosys.2024.111850_bib0016
  article-title: Remora optimization algorithm
  publication-title: Expert. Syst. Appl.
  doi: 10.1016/j.eswa.2021.115665
– volume: 83
  start-page: 257
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0060
  article-title: Snow avalanches algorithm (SAA): a new optimization algorithm for engineering applications
  publication-title: Alexandria Eng. J.
  doi: 10.1016/j.aej.2023.10.029
– volume: 66
  start-page: 542
  year: 2016
  ident: 10.1016/j.knosys.2024.111850_bib0143
  article-title: Plant intelligence: an overview
  publication-title: Bioscience
  doi: 10.1093/biosci/biw048
– volume: 86
  start-page: 165
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0083
  article-title: Poor and rich optimization algorithm: a new human-based and multi populations algorithm
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2019.08.025
– start-page: 20
  year: 2013
  ident: 10.1016/j.knosys.2024.111850_bib0073
  article-title: POSTDOC: the human optimization
– volume: 89
  start-page: 228
  year: 2015
  ident: 10.1016/j.knosys.2024.111850_bib0033
  article-title: Moth-flame optimization algorithm: a novel nature-inspired heuristic paradigm
  publication-title: Knowl.-Based Syst.
  doi: 10.1016/j.knosys.2015.07.006
– volume: 10
  start-page: 25073
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0089
  article-title: War strategy optimization algorithm: a new effective metaheuristic algorithm for global optimization
  publication-title: IEEe Access.
  doi: 10.1109/ACCESS.2022.3153493
– volume: 23
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0037
  article-title: Phasor particle swarm optimization: a simple and efficient variant of PSO
  publication-title: Soft. Comput.
  doi: 10.1007/s00500-018-3536-8
– start-page: 1
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0044
  article-title: A global optimizer inspired from the survival strategies of flying foxes
  publication-title: Eng. Comput.
– volume: 26
  start-page: 1845
  year: 2022
  ident: 10.1016/j.knosys.2024.111850_bib0001
  article-title: A novel hybrid firefly–whale optimization algorithm and its application to optimization of MPC parameters
  publication-title: Soft. Comput.
  doi: 10.1007/s00500-021-06441-6
– volume: 415
  start-page: 841
  year: 2002
  ident: 10.1016/j.knosys.2024.111850_bib0141
  article-title: Plant intelligence: mindless mastery
  publication-title: Nature
  doi: 10.1038/415841a
– volume: 80
  start-page: 20
  year: 2019
  ident: 10.1016/j.knosys.2024.111850_bib0026
  article-title: The sailfish optimizer: a novel nature-inspired metaheuristic algorithm for solving constrained engineering optimization problems
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2019.01.001
– volume: 140
  year: 2016
  ident: 10.1016/j.knosys.2024.111850_bib0235
  article-title: A hybrid flower pollination algorithm for engineering optimization problems
  publication-title: Int. J. Comput. Appl.
– volume: 128
  year: 2024
  ident: 10.1016/j.knosys.2024.111850_bib0123
  article-title: Newton-Raphson-based optimizer: a new population-based metaheuristic algorithm for continuous optimization problems
  publication-title: Eng. Appl. Artif. Intell.
  doi: 10.1016/j.engappai.2023.107532
– start-page: 240
  year: 2012
  ident: 10.1016/j.knosys.2024.111850_bib0149
  article-title: Flower pollination algorithm for global optimization
  publication-title: Int. Conf. Unconv. Comput. Nat. Comput.
– volume: 110
  start-page: 69
  year: 2017
  ident: 10.1016/j.knosys.2024.111850_bib0101
  article-title: A novel meta-heuristic optimization algorithm: thermal exchange optimization
  publication-title: Adv. Eng. Softw.
  doi: 10.1016/j.advengsoft.2017.03.014
– volume: 11
  start-page: 4224
  year: 2023
  ident: 10.1016/j.knosys.2024.111850_bib0119
  article-title: Propagation search algorithm: a physics-based optimizer for engineering applications
  publication-title: Mathematics
  doi: 10.3390/math11204224
– volume: 149
  year: 2020
  ident: 10.1016/j.knosys.2024.111850_bib0234
  article-title: Artificial electric field algorithm for engineering optimization problems
  publication-title: Expert. Syst. Appl.
SSID ssj0002218
Score 2.6509204
Snippet This study presents a powerful and new modeling variant of bio-inspired algorithms, namely, the Ivy algorithm (IVYA), drawn from the growth patterns of Ivy...
SourceID crossref
elsevier
SourceType Enrichment Source
Index Database
Publisher
StartPage 111850
SubjectTerms Engineering design
Global optimization
Ivy algorithm
Meta-heuristic algorithms
Nature-inspired algorithm
Title Optimization based on the smart behavior of plants with its engineering applications: Ivy algorithm
URI https://dx.doi.org/10.1016/j.knosys.2024.111850
Volume 295
WOSCitedRecordID wos001239316900001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVESC
  databaseName: Elsevier SD Freedom Collection Journals 2021
  customDbUrl:
  eissn: 1872-7409
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0002218
  issn: 0950-7051
  databaseCode: AIEXJ
  dateStart: 19950201
  isFulltext: true
  titleUrlDefault: https://www.sciencedirect.com
  providerName: Elsevier
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELZWWw5ceCNKAfnALUqV5mWbWwtFFERBZUErLpHXdmj3kaw226j8B34040e8EYt4SVyiyLLjxPNlZjyeB0JP0zQWlAsRCs4y2KAclCFT8STkjNNSgjxWUppiE-T0lI7H7P1g8K2LhWnnpKro1RVb_ldSQxsQW4fO_gW5_UOhAe6B6HAFssP1jwj_DpjAwkVXBlpISXcgEDQL6O4D842v85z7ADd9gqA22QmD_tG2thuctF8DPv9Sr6Dzoq_TvunMcqGdreklQdeePefQujBOA2_r6ZpPvCD4zJ1dvD5vNhFpo1U9rdtmpo_wj15YLbdV3hHkjBvj7hl8w_JSXgSfVDWz8XXeehGnxtOVbkxqW2E1zjYZhSRymWiV5cyUwFYgjVifdce2QOeWGLAWien-rKrhm_f1xFo2UJvj9ocE2x_0dHq22PCzFAT6TkwyRodo5_DkePzaS_Y4NvZi_3pdKKbxF9ye6-eqTk99Gd1CN9y-Ax9avNxGA1XdQTe7mh7Ysfi7SPThgw1BMdwAfLCBD-7gg-sSW_hgDR8M8ME9-OA-fJ5hAA_24LmHPr48Hj1_FbpCHKGAHeU6lFSAGslTqlJFpYxyNuFlliaJjpI0JeUOIgXcIMkzoUiSSaJyIbnKRAnqPmfJfTSs6ko9QPCS-QSaQO2XWVpGOU9KoojWmcqYJxHdRUm3ZoVwWep1sZR50bkjTgu70oVe6cKu9C4K_ailzdLym_6kI0fhNE2rQRaAoF-OfPjPI_fQ9c0P8AgN16tL9RhdE-36olk9cVD7DuVnqeY
linkProvider Elsevier
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Optimization+based+on+the+smart+behavior+of+plants+with+its+engineering+applications%3A+Ivy+algorithm&rft.jtitle=Knowledge-based+systems&rft.au=Ghasemi%2C+Mojtaba&rft.au=Zare%2C+Mohsen&rft.au=Trojovsk%C3%BD%2C+Pavel&rft.au=Rao%2C+Ravipudi+Venkata&rft.date=2024-07-08&rft.pub=Elsevier+B.V&rft.issn=0950-7051&rft.eissn=1872-7409&rft.volume=295&rft_id=info:doi/10.1016%2Fj.knosys.2024.111850&rft.externalDocID=S0950705124004842
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0950-7051&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0950-7051&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0950-7051&client=summon