A Comprehensive Survey of Aquila Optimizer: Theory, Variants, Hybridization, and Applications A Comprehensive Survey of Aquila Optimizer: Theory, Variants, Hybridization, and Applications

The Aquila Optimizer (AO) algorithm is a well-known Swarm-based nature-inspired optimization algorithm inspired by Aquila’s behavior in hunting and catching prey. Since its development by Abualigah et al. (Comput Methods Appl Mech Eng 376:113609, 2021), AO has gained significant interest among resea...

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Veröffentlicht in:Archives of computational methods in engineering Jg. 32; H. 8; S. 4643 - 4689
Hauptverfasser: Taleb, Sylia Mekhmoukh, Yasin, Elham Tahsin, Saadi, Amylia Ait, Dogan, Musa, Yahia, Selma, Meraihi, Yassine, Koklu, Murat, Mirjalili, Seyedali, Ramdane-Cherif, Amar
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Dordrecht Springer Netherlands 01.12.2025
Springer Nature B.V
Springer Verlag
Schlagworte:
Algorithms
Artificial Intelligence
Chemical reactions
Computer Science
Engineering
Evolutionary computation
Genetic algorithms
Heuristic
Heuristic methods
Image processing
Mathematical and Computational Engineering
Optimization
Optimization algorithms
Power dispatch
Review
Unmanned aerial vehicles
Vehicle routing
Wireless sensor networks
ISSN:1134-3060, 1886-1784
Online-Zugang:Volltext
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Abstract The Aquila Optimizer (AO) algorithm is a well-known Swarm-based nature-inspired optimization algorithm inspired by Aquila’s behavior in hunting and catching prey. Since its development by Abualigah et al. (Comput Methods Appl Mech Eng 376:113609, 2021), AO has gained significant interest among researchers. It has been widely applied across various fields to solve optimization problems, owing to its simplicity, ease of implementation, and reasonable execution time. The main purpose of this paper is to provide a comprehensive survey of the AO algorithm and its improved variants (multi-objective, modified, and hybridized). It also illustrates the various applications of the AO algorithm in several domains of problems such as image processing, feature selection, economic load dispatch, wireless sensor networks, photovoltaic power systems, Unmanned Aerial Vehicles (UAVs) path planning, optimal parameter control, and vehicle routing problems. Furthermore, the results of the AO algorithm are compared with some well-known optimization meta-heuristics published in the literature, such as Differential Evolution (DF), Firefly Algorithm (FA), Bat Algorithm (BA), Grey Wolf Optimization (GWO), Moth Flame Optimization (MFO), and Multi-Verse Optimizer (MVO). Finally, the paper concludes with some future research directions for the AO algorithm.
AbstractList The Aquila Optimizer (AO) algorithm is a well-known Swarm-based nature-inspired optimization algorithm inspired by Aquila’s behavior in hunting and catching prey. Since its development by Abualigah et al. (Comput Methods Appl Mech Eng 376:113609, 2021), AO has gained significant interest among researchers. It has been widely applied across various fields to solve optimization problems, owing to its simplicity, ease of implementation, and reasonable execution time. The main purpose of this paper is to provide a comprehensive survey of the AO algorithm and its improved variants (multi-objective, modified, and hybridized). It also illustrates the various applications of the AO algorithm in several domains of problems such as image processing, feature selection, economic load dispatch, wireless sensor networks, photovoltaic power systems, Unmanned Aerial Vehicles (UAVs) path planning, optimal parameter control, and vehicle routing problems. Furthermore, the results of the AO algorithm are compared with some well-known optimization meta-heuristics published in the literature, such as Differential Evolution (DF), Firefly Algorithm (FA), Bat Algorithm (BA), Grey Wolf Optimization (GWO), Moth Flame Optimization (MFO), and Multi-Verse Optimizer (MVO). Finally, the paper concludes with some future research directions for the AO algorithm.
Author Yasin, Elham Tahsin
Yahia, Selma
Ramdane-Cherif, Amar
Meraihi, Yassine
Taleb, Sylia Mekhmoukh
Koklu, Murat
Saadi, Amylia Ait
Mirjalili, Seyedali
Dogan, Musa
Author_xml – sequence: 1
  givenname: Sylia Mekhmoukh
  surname: Taleb
  fullname: Taleb, Sylia Mekhmoukh
  email: s.mekhmoukh@univ-boumerdes.dz
  organization: LIST Laboratory, University of M’Hamed Bougara Boumerdes
– sequence: 2
  givenname: Elham Tahsin
  surname: Yasin
  fullname: Yasin, Elham Tahsin
  organization: Graduate School of Natural and Applied Sciences, Selcuk University
– sequence: 3
  givenname: Amylia Ait
  surname: Saadi
  fullname: Saadi, Amylia Ait
  organization: LISV Laboratory, University of Paris-Saclay, ESME Engineering School
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  givenname: Musa
  surname: Dogan
  fullname: Dogan, Musa
  organization: Graduate School of Natural and Applied Sciences, Selcuk University
– sequence: 5
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  surname: Yahia
  fullname: Yahia, Selma
  organization: LIST Laboratory, University of M’Hamed Bougara Boumerdes
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  fullname: Meraihi, Yassine
  organization: LIST Laboratory, University of M’Hamed Bougara Boumerdes
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  givenname: Murat
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  fullname: Koklu, Murat
  organization: Technology Faculty, Department of Computer Engineering, Selcuk University
– sequence: 8
  givenname: Seyedali
  surname: Mirjalili
  fullname: Mirjalili, Seyedali
  organization: Centre for Artificial Intelligence Research and Optimisation, Torrens University Australia, Yonsei Frontier Lab, Yonsei University
– sequence: 9
  givenname: Amar
  surname: Ramdane-Cherif
  fullname: Ramdane-Cherif, Amar
  organization: LISV Laboratory, University of Paris-Saclay
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Cites_doi 10.1109/NABIC.2009.5393690
10.1007/s40430-022-04008-6
10.1007/s00500-023-09007-w
10.3390/jmse11020279
10.1016/j.cirpj.2023.08.003
10.1007/978-3-319-65172-9_35
10.3390/pr10122703
10.1016/j.knosys.2020.106711
10.1016/j.knosys.2014.07.025
10.3390/s23167037
10.1016/j.enconman.2022.115583
10.3390/pr9071194
10.53370/001c.34273
10.1007/s00500-019-03949-w
10.3390/math10122129
10.3390/fractalfract5040190
10.3233/MGS-230065
10.1109/CSIEC.2016.7482120
10.1016/j.matcom.2022.11.020
10.1007/s12652-022-04347-1
10.1007/s44196-024-00699-y
10.1016/j.knosys.2019.105190
10.3390/math10111929
10.30656/jsmi.v7i2.6446
10.3390/sym15081600
10.1038/s41598-024-66450-x
10.1023/A:1008202821328
10.1007/s00521-015-1870-7
10.1007/s00500-023-09473-2
10.1007/s10044-024-01348-y
10.1016/j.engappai.2019.08.025
10.1007/s10489-017-1019-8
10.3390/app12178679
10.1016/j.knosys.2025.113156
10.1016/j.energy.2023.126980
10.1016/j.advengsoft.2016.01.008
10.1016/j.eswa.2021.115079
10.1002/dac.5690
10.1016/j.cie.2021.107408
10.1007/978-3-031-03948-5_3
10.3390/s22176405
10.3390/math10132358
10.1007/978-3-031-19523-5_7
10.1016/j.asoc.2013.12.005
10.1007/s13042-022-01591-x
10.1016/j.cie.2021.107250
10.1007/978-3-642-00185-7_1
10.1016/j.compeleceng.2022.108461
10.3390/wind2040033
10.11591/ijpeds.v13.i1.pp216-222
10.22266/ijies2022.0831.25
10.4018/IJSIR.302608
10.1016/j.knosys.2022.108320
10.1016/j.autcon.2022.104371
10.1016/j.advengsoft.2022.103282
10.3390/e23111383
10.1016/j.est.2022.104343
10.1016/j.advengsoft.2005.04.005
10.1016/j.ins.2009.03.004
10.1016/j.future.2019.02.028
10.1016/j.cose.2023.103155
10.1016/j.cnsns.2012.05.010
10.1109/ACCESS.2024.3464091
10.1016/S0305-0548(97)00031-2
10.3934/mbe.2023278
10.3390/land14010051
10.1007/s00500-022-06873-8
10.1109/ACCESS.2022.3200386
10.1007/978-3-642-13495-1_44
10.1007/978-3-642-04944-6_14
10.1007/s10462-023-10574-5
10.1016/j.cie.2020.106559
10.1155/2022/6781740
10.1007/s11063-023-11394-y
10.1007/978-981-99-0479-2_186
10.1016/j.asoc.2014.02.006
10.3390/app14072755
10.1109/ICESAT58213.2023.10347310
10.1016/j.swevo.2011.11.003
10.1016/j.swevo.2015.07.002
10.1007/s10489-020-01893-z
10.1007/s42235-023-00438-7
10.1016/j.bspc.2023.104742
10.1016/j.compstruc.2016.03.001
10.1007/978-3-540-74377-4_18
10.1007/s00521-024-09533-0
10.1016/j.knosys.2015.07.006
10.3390/mi15101277
10.3390/biomimetics9040215
10.56042/jsir.v82i11.40
10.1038/s41598-022-15104-x
10.4249/scholarpedia.6915
10.1016/j.ejor.2005.01.066
10.1038/s41598-024-57002-4
10.1007/s00521-023-09200-w
10.1038/s41598-025-89631-8
10.1109/CATS58046.2023.10424214
10.1016/j.bspc.2024.106894
10.1016/j.advengsoft.2017.03.014
10.3390/en15228540
10.3390/math10224331
10.1117/12.2634395
10.1016/j.bspc.2023.105089
10.1016/j.engappai.2021.104314
10.1109/ISCBI.2015.8
10.32604/cmc.2023.030074
10.1109/JIOT.2024.3508818
10.1109/IWS55252.2022.9977606
10.1007/s00521-019-04510-4
10.3390/en15249261
10.1016/j.adhoc.2023.103110
10.1007/978-3-642-21515-5_36
10.1002/cpe.6882
10.1016/j.asoc.2012.11.026
10.1016/j.aej.2024.07.058
10.3390/cancers15051492
10.1287/inte.20.4.74
10.1109/ISITIA56226.2022.9855330
10.1007/s00521-015-1920-1
10.1016/j.ijhydene.2021.12.222
10.3390/app12199710
10.3233/JAE-210206
10.1177/00405175241269180
10.3390/su15021484
10.3390/sym13122386
10.1109/PAIS56586.2022.9946891
10.1007/s10462-020-09911-9
10.1016/j.cor.2014.10.011
10.1007/s10586-024-04735-6
10.1007/s42979-024-03232-2
10.1016/j.comnet.2023.109848
10.1109/ICMA54519.2022.9856219
10.3390/biomimetics9010054
10.1108/02644401211235834
10.1016/j.epsr.2023.109898
10.2514/6.2023-1655
10.1007/s10462-025-11118-9
10.1109/ICACRS55517.2022.10029054
10.1007/s00707-012-0745-6
10.1007/BF01096763
10.1109/ACCESS.2024.3461805
10.1109/ICOSEC58147.2023.10275911
10.1007/s42979-024-02632-8
10.1007/s00521-014-1636-7
10.1016/j.tcs.2022.08.019
10.1109/AIDE57180.2022.10060334
10.1162/1063656043138897
10.14569/IJACSA.2021.0121275
10.1007/s00521-020-04866-y
10.1088/1361-6501/ad762a
10.1109/AICIT55386.2022.9930301
10.3390/s23020755
10.1016/j.asej.2025.103295
10.1109/ACCESS.2019.2918406
10.1007/s41660-022-00301-y
10.1007/s11227-022-04708-9
10.32604/csse.2023.036362
10.3934/mbe.2022660
10.1007/s12652-023-04600-1
10.1016/j.compeleceng.2022.108359
10.1023/A:1015059928466
10.1016/j.future.2020.03.055
10.1016/j.bspc.2022.104017
10.2174/0126662558295501240418093550
10.1007/s11760-023-02761-2
10.1016/j.advengsoft.2013.12.007
10.1007/s11227-022-04311-y
10.1177/01423312221111607
10.1016/j.asoc.2023.110947
10.1007/s11356-022-24326-5
10.1109/ACCESS.2021.3067597
10.1016/j.compbiolchem.2022.107767
10.1016/j.compstruc.2016.01.008
10.1016/j.aej.2024.08.021
10.1109/CEC.1999.782657
10.1002/int.22535
10.3934/mbe.2022512
10.1109/TEVC.2008.919004
10.1109/DASC/PiCom/CBDCom/Cy59711.2023.10361401
10.1016/j.heliyon.2024.e26187
10.1007/s00521-020-05296-6
10.3390/app122111187
10.1007/s11831-023-09945-6
10.1007/s12652-022-04342-6
10.1007/s10462-022-10216-2
10.1007/978-3-030-99079-4_19
10.1016/j.compstruc.2014.04.005
10.1016/j.eswa.2024.124307
10.1186/s40537-024-00895-9
10.1080/0305215X.2024.2399656
10.1007/s10586-024-04929-y
10.3390/s22218508
10.1007/s00521-023-08945-8
10.1007/s10462-021-10026-y
10.1016/j.advengsoft.2015.01.010
10.1007/s41660-022-00278-8
10.1016/j.cma.2020.113609
10.1109/ICRERA55966.2022.9922834
10.1109/CEC.2018.8477769
10.3390/app12115634
10.1126/science.220.4598.671
10.1080/13614576.2022.2039748
10.1007/s12293-012-0075-1
10.1038/s41598-024-53064-6
10.1007/s11042-023-17886-2
10.1016/j.knosys.2022.108457
10.1007/s42235-023-00336-y
10.1109/ACCESS.2022.3144431
10.3390/electronics12194125
10.1109/ICNN.1995.488968
10.3390/pr11071957
10.1016/j.asoc.2015.02.014
10.3390/e24050656
10.1109/CEI57409.2022.9950080
10.1016/j.advengsoft.2022.103363
10.3390/math12233818
10.3390/s22010140
10.1016/S0377-2217(98)00099-X
10.1016/j.swevo.2014.02.002
10.1109/ACCESS.2022.3153727
10.1016/j.eswa.2023.121212
10.3390/s23042189
10.3390/math10081273
10.1016/j.matcom.2021.08.013
10.1016/j.jocs.2023.102010
10.1007/s00521-022-07571-0
10.1109/CEC.2007.4425083
10.1007/s12065-024-00985-w
10.1109/NMITCON62075.2024.10698867
10.1038/s41598-024-79577-8
10.3390/en14196117
10.3390/pr10081451
10.3390/su14020929
10.22266/ijies2024.1231.84
10.1016/j.eswa.2011.04.126
10.1007/s00371-023-02993-w
10.1007/s00521-021-06392-x
10.4108/eetsis.v9i4.2565
10.1016/j.rineng.2024.102442
10.1016/j.eswa.2020.113377
10.1007/s00521-024-09499-z
10.3390/math10101749
10.1016/j.heliyon.2024.e27281
10.1080/10095020.2022.2068385
10.32604/cmc.2024.058294
10.1007/s13369-021-06017-4
10.32604/csse.2023.034438
10.1016/j.cad.2010.12.015
10.3389/frai.2025.1542320
10.1016/j.compstruc.2012.09.003
10.1016/j.future.2019.07.015
10.1016/j.knosys.2015.12.022
10.18540/jcecvl9iss3pp15744-01e
10.14569/IJACSA.2023.0141094
10.1016/j.knosys.2020.105709
10.1007/s00521-023-08486-0
10.3390/pr11041162
10.1016/j.knosys.2018.08.030
10.1108/EC-01-2024-0043
10.3934/mbe.2022275
10.1007/978-981-99-3177-4_15
10.2528/PIER07082403
10.1016/j.cma.2022.114616
10.3390/pr9091551
10.1007/s11042-022-12891-3
10.1016/j.engappai.2019.01.001
10.1016/j.advengsoft.2017.07.002
10.1109/ACCESS.2023.3293403
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References R Wenchao (10281_CR292) 2024; 301
B Korich (10281_CR299) 2023; 9
R Guo (10281_CR179) 2025; 28
10281_CR296
10281_CR172
10281_CR173
10281_CR170
S Alkhalaf (10281_CR141) 2023; 15
10281_CR290
DM Utama (10281_CR174) 2023; 7
S Wang (10281_CR220) 2024; 11
N Mladenović (10281_CR3) 1997; 24
Z Ge (10281_CR272) 2023; 15
S Mahajan (10281_CR109) 2022; 26
S Reddy (10281_CR241) 2025; 100
M Verma (10281_CR186) 2022; 10
A Kaveh (10281_CR30) 2017; 24
M Kharrich (10281_CR206) 2022; 51
10281_CR163
K Shankar (10281_CR284) 2022; 10
S Gopi (10281_CR130) 2024; 108
10281_CR282
AT Bankole (10281_CR300) 2023; 37
OK Erol (10281_CR19) 2006; 37
R Rahmani (10281_CR41) 2014; 248
A Rouhi (10281_CR137) 2024; 11
S Mirjalili (10281_CR45) 2016; 96
W Aribowo (10281_CR221) 2024; 14
Y Meraihi (10281_CR77) 2021; 54
H Karami (10281_CR42) 2014; 25
A Faramarzi (10281_CR31) 2020; 191
MAA Al-qaness (10281_CR219) 2022; 15
AA Abd El-Mageed (10281_CR217) 2024; 11
L Abualigah (10281_CR48) 2021; 376
V Rathod (10281_CR234) 2022; 13
S Mirjalili (10281_CR72) 2015; 89
10281_CR288
B Ahmadi (10281_CR103) 2023; 69
MAA Al-Qaness (10281_CR218) 2023; 30
S Mirjalili (10281_CR26) 2016; 27
10281_CR198
10281_CR199
Y Meraihi (10281_CR79) 2021; 9
H Guo (10281_CR164) 2024; 46
10281_CR195
10281_CR192
10281_CR191
S Mirjalili (10281_CR93) 2017; 114
HM Balaha (10281_CR251) 2023; 14
RM Adnan (10281_CR270) 2024; 17
AA Taha (10281_CR276) 2022; 14
B Abdollahzadeh (10281_CR92) 2021; 158
A Kaveh (10281_CR20) 2013; 224
B Alatas (10281_CR34) 2011; 38
J Zhao (10281_CR40) 2020; 32
A Honnashamaiah (10281_CR255) 2023; 44
MA Duhayyim (10281_CR263) 2022; 12
F MiarNaeimi (10281_CR82) 2021; 213
FA Hashim (10281_CR39) 2019; 101
M Jamei (10281_CR321) 2022; 12
B Mahdad (10281_CR140) 2023; 7
JR Koza (10281_CR10) 1993; 1
C Jamazi (10281_CR273) 2024; 88
10281_CR181
10281_CR180
H-G Beyer (10281_CR9) 2002; 1
AH Kashan (10281_CR54) 2014; 16
SP Barfungpa (10281_CR254) 2023; 84
H Guo (10281_CR125) 2023; 40
H-L Minh (10281_CR104) 2023; 213
A Faramarzi (10281_CR94) 2020; 152
C Ma (10281_CR113) 2022; 205
Y Xiao (10281_CR213) 2022; 19
W Zhao (10281_CR38) 2019; 163
B Aarthi (10281_CR289) 2022; 34
S Alahmari (10281_CR252) 2023; 47
A Panda (10281_CR257) 2024; 5
Y Xia (10281_CR185) 2024; 165
B Ayshwarya (10281_CR256) 2024; 5
W Suqian (10281_CR127) 2025; 28
S Baluja (10281_CR13) 1994
FA Hashim (10281_CR33) 2021; 51
G Yildizdan (10281_CR121) 2024; 36
Y Wang (10281_CR160) 2023; 20
H Nguyen (10281_CR283) 2022; 140
I Ahmadianfar (10281_CR47) 2021; 181
S Li (10281_CR95) 2020; 111
X Wang (10281_CR100) 2024; 99
JP Singh (10281_CR204) 2022; 12
JQ James (10281_CR81) 2015; 30
J Yao (10281_CR212) 2022; 12
AZ Abualkishik (10281_CR280) 2022; 9
E Pashaei (10281_CR132) 2022; 101
H Cui (10281_CR128) 2024; 27
S Mirjalili (10281_CR74) 2016; 27
N Moosavian (10281_CR56) 2014; 17
A Sadollah (10281_CR57) 2013; 13
T Subba Reddy (10281_CR243) 2022; 2022
DK Gupta (10281_CR302) 2024; 23
MA Al-Betar (10281_CR63) 2021; 33
J Gupta (10281_CR231) 2022; 13
S Kujur (10281_CR124) 2023; 15
RA Formato (10281_CR17) 2007; 77
A Kaveh (10281_CR21) 2012; 112
R Irizarry (10281_CR36) 2004; 12
DM Utama (10281_CR317) 2023; 24
A Kaveh (10281_CR22) 2014; 139
L Nunes De Castro (10281_CR15) 2000; 2000
S Ekinci (10281_CR114) 2023; 56
D Karaboga (10281_CR68) 2010; 5
Y Zhang (10281_CR142) 2023; 23
B Gao (10281_CR131) 2022; 10
MH Ali (10281_CR182) 2022; 10
X Wang (10281_CR295) 2022; 72
H Liu (10281_CR207) 2023; 224
Q Liu (10281_CR214) 2023; 11
S Guda (10281_CR143) 2023; 232
S Nagapavithra (10281_CR222) 2023; 56
M Alweshah (10281_CR190) 2024; 20
SD Al-Majidi (10281_CR240) 2025; 25
10281_CR318
10281_CR319
KM Mumenin (10281_CR264) 2023; 23
10281_CR312
10281_CR311
AA Mhmood (10281_CR249) 2023; 18
F Youfa (10281_CR117) 2024; 14
M Kandan (10281_CR153) 2022; 78
M Varshney (10281_CR227) 2024; 462
A Muhammad Swaileh (10281_CR294) 2025; 16
S Shadravan (10281_CR87) 2019; 80
HM Balaha (10281_CR285) 2024; 36
AK Khamees (10281_CR286) 2022; 13
X Wang (10281_CR101) 2024; 99
S Ekinci (10281_CR175) 2023; 45
OE Turgut (10281_CR178) 2023; 206
10281_CR303
10281_CR304
W Aribowo (10281_CR323) 2022; 13
MR Hussan (10281_CR315) 2022; 14
G Nirmalapriya (10281_CR239) 2023; 128
Z Li (10281_CR260) 2022; 39
S Hemavathi (10281_CR279) 2023; 142
J Zahariah (10281_CR168) 2024; 226
R Namala Narasimhulu (10281_CR246) 2022; 15
S Ekinci (10281_CR162) 2023; 20
AYS Lam (10281_CR35) 2012; 4
T-T Wang (10281_CR187) 2022; 24
FA Hashim (10281_CR88) 2022; 192
H Zamani (10281_CR97) 2022; 392
S Rawandale Ujjwala (10281_CR314) 2023; 16
S Mirjalili (10281_CR86) 2015; 83
OE Turgut (10281_CR126) 2024; 21
K Mehmood (10281_CR297) 2022; 10
J Zhao (10281_CR118) 2022; 10
A Kaveh (10281_CR37) 2016; 167
MH Ali (10281_CR154) 2022; 10
10281_CR29
10281_CR215
10281_CR211
G Nirmalapriya (10281_CR229) 2023; 79
N Ghorbani (10281_CR62) 2014; 19
L Ni (10281_CR138) 2024; 28
A Abou El-Ela Adel (10281_CR298) 2022; 2
M Hosseinzadeh (10281_CR197) 2022; 10
Q Xing (10281_CR316) 2022; 263
G Natesan (10281_CR223) 2022; 22
L Abualigah (10281_CR106) 2021; 157
AA Mohamed (10281_CR230) 2023; 23
M Nematollahi (10281_CR291) 2023; 18
T Stützle (10281_CR4) 2006; 174
H Salimi (10281_CR43) 2015; 75
AF Nematollahi (10281_CR44) 2020; 24
AB Gabis (10281_CR46) 2021; 54
A Fatani (10281_CR107) 2021; 22
J Zhong (10281_CR293) 2024; 14
A Kaveh (10281_CR27) 2017; 110
M Varshney (10281_CR309) 2024; 9
MK Singla (10281_CR210) 2025; 15
10281_CR203
10281_CR322
Z Wei (10281_CR24) 2019; 7
M Braik (10281_CR90) 2022; 243
R Storn (10281_CR14) 1997; 11
LJ Fogel (10281_CR11) 2000; 3
10281_CR52
Y Ren (10281_CR274) 2024; 28
10281_CR51
10281_CR50
A Ait-Saadi (10281_CR189) 2022; 104
AK Khamees (10281_CR307) 2021; 14
10281_CR49
MA Al-qaness (10281_CR167) 2022; 56
EO-N Jnr (10281_CR245) 2022; 14
H Guo (10281_CR129) 2024; 40
10281_CR119
J Ma (10281_CR266) 2021; 13
10281_CR237
10281_CR238
10281_CR235
X Luo (10281_CR259) 2024; 14
10281_CR115
TT Dele-Afolabi (10281_CR262) 2024; 970
D Simon (10281_CR16) 2008; 12
L Abualigah (10281_CR151) 2024; 83
B Sasmal (10281_CR193) 2023; 149
SZ Mirjalili (10281_CR78) 2018; 48
X Wang (10281_CR99) 2025; 18
M Braik (10281_CR32) 2025; 58
J Zhao (10281_CR169) 2022; 19
S Mirjalili (10281_CR73) 2016; 95
S Perumalla (10281_CR158) 2023; 941
A Askarzadeh (10281_CR76) 2016; 169
P Samal (10281_CR313) 2023; 7
M Dorigo (10281_CR70) 2012; 17
B Subha (10281_CR136) 2024; 14
10281_CR228
L Ren (10281_CR301) 2024; 15
Y-J Zhang (10281_CR112) 2022; 10
10281_CR226
W Li (10281_CR287) 2022; 831
10281_CR225
H Kun (10281_CR177) 2023; 71
J Zhang (10281_CR166) 2025; 18
NR Yousif (10281_CR247) 2023; 14
H Sharma (10281_CR308) 2024; 14
B Abdollahzadeh (10281_CR96) 2021; 36
A Chahal (10281_CR146) 2024; 1
10281_CR250
W Suqian (10281_CR196) 2024; 106
M Braik (10281_CR58) 2022; 34
R Ramamoorthy (10281_CR150) 2024; 19
S Soundararajan (10281_CR258) 2024; 37
Y Meraihi (10281_CR75) 2020; 32
E Rashedi (10281_CR18) 2009; 179
10281_CR67
10281_CR66
10281_CR65
10281_CR64
B Sasmal (10281_CR116) 2023; 30
E Baş (10281_CR320) 2023; 118
10281_CR69
X Qiao (10281_CR253) 2023; 229
AA Heidari (10281_CR98) 2019; 97
S Akyol (10281_CR232) 2023; 14
J Sangeetha (10281_CR208) 2023; 5
C Huang (10281_CR176) 2023; 45
K Anup Kumar (10281_CR202) 2022; 103
10281_CR8
10281_CR122
J Duan (10281_CR135) 2023; 271
10281_CR6
M Ahmadipour (10281_CR209) 2024; 235
T Bao (10281_CR305) 2024; 12
B Abdollahzadeh (10281_CR89) 2022; 174
10281_CR60
S Mirjalili (10281_CR71) 2014; 69
10281_CR55
F Glover (10281_CR2) 1990; 20
F Neri (10281_CR12) 2012; 2
Y Wang (10281_CR233) 2022; 10
FA Hashim (10281_CR91) 2022; 242
J Gupta (10281_CR236) 2022; 81
10281_CR248
L Zeng (10281_CR133) 2023; 55
MA Eirgash (10281_CR184) 2024; 41
B Deng (10281_CR165) 2024; 36
MA Elaziz (10281_CR224) 2022; 12
G Zhou (10281_CR105) 2024; 14
L Ma (10281_CR152) 2021; 5
10281_CR271
RR Venkata (10281_CR53) 2011; 43
H Abedinpourshotorban (10281_CR23) 2016; 26
H Zamani (10281_CR28) 2021; 104
Q Askari (10281_CR59) 2020; 195
S Alangari (10281_CR171) 2022; 22
Y Cavlak (10281_CR123) 2023; 35
DM Utama (10281_CR188) 2022; 9
SH Moosavi (10281_CR61) 2019; 86
Yu Huangjing (10281_CR156) 2022; 19
A Mohamed (10281_CR310) 2024; 36
AM AlRassas (10281_CR111) 2021; 9
10281_CR159
R Kumar (10281_CR161) 2023; 79
JP Singh (10281_CR275) 2022; 27
10281_CR277
Z Pang (10281_CR134) 2023; 46
10281_CR157
10281_CR278
D Song (10281_CR194) 2023; 11
S Almasoud Ahmed (10281_CR268) 2023; 12
10281_CR265
A Chowdhury (10281_CR306) 2024; 252
C Voudouris (10281_CR5) 1999; 113
S Wang (10281_CR108) 2021; 9
S Kirkpatrick (10281_CR1) 1983; 220
10281_CR261
AA Ewees (10281_CR201) 2022; 10
AH Kashan (10281_CR25) 2015; 55
10281_CR80
TA Feo (10281_CR7) 1995; 6
K Zervoudakis (10281_CR83) 2020; 145
10281_CR85
X Li (10281_CR139) 2022; 34
10281_CR84
Z Guo (10281_CR324) 2022; 9
MA Elaziz (10281_CR110) 2021; 23
F Gul (10281_CR145) 2024; 27
S Wang (10281_CR148) 2022; 47
L Abualigah (10281_CR205) 2022; 34
V Rajinikanth (10281_CR281) 2022; 70
SM Al-Selwi (10281_CR144) 2024; 24
G Hu (10281_CR242) 2024; 21
T Sang-To (10281_CR102) 2023; 176
M Nematollahi (10281_CR183) 2024; 18
M Obayya (10281_CR244) 2022; 12
M Varshney (10281_CR200) 2024; 9
V Thulasi (10281_CR216) 2024; 35
10281_CR149
10281_CR147
MAA Al-qaness (10281_CR155) 2022; 25
10281_CR269
A Abd Amr (10281_CR120) 2023; 181
10281_CR267
References_xml – ident: 10281_CR67
  doi: 10.1109/NABIC.2009.5393690
– volume: 45
  start-page: 68
  issue: 1
  year: 2023
  ident: 10281_CR175
  publication-title: J Braz Soc Mech Sci Eng
  doi: 10.1007/s40430-022-04008-6
– volume: 28
  start-page: 8785
  issue: 15
  year: 2024
  ident: 10281_CR274
  publication-title: Soft Comput
  doi: 10.1007/s00500-023-09007-w
– volume: 11
  start-page: 279
  issue: 2
  year: 2023
  ident: 10281_CR194
  publication-title: J Mar Sci Eng
  doi: 10.3390/jmse11020279
– volume: 46
  start-page: 116
  year: 2023
  ident: 10281_CR134
  publication-title: CIRP J Manuf Sci Technol
  doi: 10.1016/j.cirpj.2023.08.003
– volume: 99
  issue: 11
  year: 2024
  ident: 10281_CR101
  publication-title: Phys Scr
– ident: 10281_CR29
  doi: 10.1007/978-3-319-65172-9_35
– volume: 5
  start-page: 213
  issue: 1
  year: 2023
  ident: 10281_CR208
  publication-title: J Appl Eng Technol Sci (JAETS)
– volume: 10
  start-page: 2703
  issue: 12
  year: 2022
  ident: 10281_CR233
  publication-title: Processes
  doi: 10.3390/pr10122703
– volume: 213
  year: 2021
  ident: 10281_CR82
  publication-title: Knowl-Based Syst
  doi: 10.1016/j.knosys.2020.106711
– volume: 75
  start-page: 1
  year: 2015
  ident: 10281_CR43
  publication-title: Knowl-Based Syst
  doi: 10.1016/j.knosys.2014.07.025
– volume: 36
  issue: 7
  year: 2024
  ident: 10281_CR165
  publication-title: Concurr Computn: Pract Exp
– volume: 23
  start-page: 7037
  issue: 16
  year: 2023
  ident: 10281_CR264
  publication-title: Sensors
  doi: 10.3390/s23167037
– volume: 263
  year: 2022
  ident: 10281_CR316
  publication-title: Energy Convers Manage
  doi: 10.1016/j.enconman.2022.115583
– volume: 9
  start-page: 1194
  issue: 7
  year: 2021
  ident: 10281_CR111
  publication-title: Processes
  doi: 10.3390/pr9071194
– volume: 19
  start-page: 51
  issue: 1
  year: 2024
  ident: 10281_CR150
  publication-title: Yanbu J Eng Sci
  doi: 10.53370/001c.34273
– volume: 24
  year: 2024
  ident: 10281_CR144
  publication-title: Results Eng
– volume: 24
  start-page: 1117
  issue: 2
  year: 2020
  ident: 10281_CR44
  publication-title: Soft Comput
  doi: 10.1007/s00500-019-03949-w
– volume: 9
  start-page: 40
  issue: 1
  year: 2022
  ident: 10281_CR280
  publication-title: J Cybersecur Inf Manag
– volume: 10
  start-page: 2129
  issue: 12
  year: 2022
  ident: 10281_CR182
  publication-title: Mathematics
  doi: 10.3390/math10122129
– volume: 5
  start-page: 190
  issue: 4
  year: 2021
  ident: 10281_CR152
  publication-title: Fractal Fract
  doi: 10.3390/fractalfract5040190
– volume: 16
  start-page: 151
  issue: 3
  year: 2023
  ident: 10281_CR314
  publication-title: Int J Intell Eng Syst
– volume: 20
  start-page: 41
  issue: 1
  year: 2024
  ident: 10281_CR190
  publication-title: Multiagent Grid Syst
  doi: 10.3233/MGS-230065
– ident: 10281_CR60
  doi: 10.1109/CSIEC.2016.7482120
– volume: 206
  start-page: 302
  year: 2023
  ident: 10281_CR178
  publication-title: Math Comput Simul
  doi: 10.1016/j.matcom.2022.11.020
– volume: 14
  start-page: 8045
  issue: 6
  year: 2023
  ident: 10281_CR232
  publication-title: J Ambient Intell Hum Comput
  doi: 10.1007/s12652-022-04347-1
– volume: 17
  start-page: 1
  issue: 1
  year: 2024
  ident: 10281_CR270
  publication-title: Int J Comput Intell Syst
  doi: 10.1007/s44196-024-00699-y
– volume: 191
  year: 2020
  ident: 10281_CR31
  publication-title: Knowl-Based Syst
  doi: 10.1016/j.knosys.2019.105190
– volume: 3
  start-page: 259
  year: 2000
  ident: 10281_CR11
  publication-title: Artif Intell: Crit Concepts
– ident: 10281_CR115
  doi: 10.3390/math10111929
– volume: 7
  start-page: 95
  issue: 2
  year: 2023
  ident: 10281_CR174
  publication-title: J Sistem Manajemen Ind
  doi: 10.30656/jsmi.v7i2.6446
– volume: 970
  year: 2024
  ident: 10281_CR262
  publication-title: J Alloy Compd
– volume: 15
  start-page: 1600
  issue: 8
  year: 2023
  ident: 10281_CR272
  publication-title: Symmetry
  doi: 10.3390/sym15081600
– volume: 118
  year: 2023
  ident: 10281_CR320
  publication-title: Eng Appl Artif Intell
– volume: 14
  start-page: 15628
  issue: 1
  year: 2024
  ident: 10281_CR105
  publication-title: Sci Rep
  doi: 10.1038/s41598-024-66450-x
– volume: 11
  start-page: 341
  year: 1997
  ident: 10281_CR14
  publication-title: J Glob Optim
  doi: 10.1023/A:1008202821328
– volume: 27
  start-page: 495
  issue: 2
  year: 2016
  ident: 10281_CR26
  publication-title: Neural Comput Appl
  doi: 10.1007/s00521-015-1870-7
– volume: 28
  start-page: 6269
  issue: 7
  year: 2024
  ident: 10281_CR138
  publication-title: Soft Comput
  doi: 10.1007/s00500-023-09473-2
– volume: 27
  start-page: 125
  issue: 4
  year: 2024
  ident: 10281_CR145
  publication-title: Pattern Anal Appl
  doi: 10.1007/s10044-024-01348-y
– volume: 86
  start-page: 165
  year: 2019
  ident: 10281_CR61
  publication-title: Eng Appl Artif Intell
  doi: 10.1016/j.engappai.2019.08.025
– volume: 48
  start-page: 805
  year: 2018
  ident: 10281_CR78
  publication-title: Appl Intell
  doi: 10.1007/s10489-017-1019-8
– volume: 12
  start-page: 8679
  issue: 17
  year: 2022
  ident: 10281_CR244
  publication-title: Appl Sci
  doi: 10.3390/app12178679
– ident: 10281_CR122
  doi: 10.1016/j.knosys.2025.113156
– volume: 271
  year: 2023
  ident: 10281_CR135
  publication-title: Energy
  doi: 10.1016/j.energy.2023.126980
– volume: 95
  start-page: 51
  year: 2016
  ident: 10281_CR73
  publication-title: Adv Eng Softw
  doi: 10.1016/j.advengsoft.2016.01.008
– volume: 181
  year: 2021
  ident: 10281_CR47
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2021.115079
– volume: 27
  start-page: 1
  issue: 6
  year: 2024
  ident: 10281_CR128
  publication-title: Clust Comput
– volume: 37
  issue: 5
  year: 2024
  ident: 10281_CR258
  publication-title: Int J Commun Syst
  doi: 10.1002/dac.5690
– volume: 158
  year: 2021
  ident: 10281_CR92
  publication-title: Comput Ind Eng
  doi: 10.1016/j.cie.2021.107408
– ident: 10281_CR119
  doi: 10.1007/978-3-031-03948-5_3
– volume: 2000
  start-page: 36
  year: 2000
  ident: 10281_CR15
  publication-title: Proc GECCO
– volume: 22
  start-page: 6405
  issue: 17
  year: 2022
  ident: 10281_CR223
  publication-title: Sensors
  doi: 10.3390/s22176405
– volume: 10
  start-page: 2358
  issue: 13
  year: 2022
  ident: 10281_CR284
  publication-title: Mathematics
  doi: 10.3390/math10132358
– ident: 10281_CR85
  doi: 10.1007/978-3-031-19523-5_7
– volume: 16
  start-page: 171
  year: 2014
  ident: 10281_CR54
  publication-title: Appl Soft Comput
  doi: 10.1016/j.asoc.2013.12.005
– volume: 13
  start-page: 3239
  issue: 10
  year: 2022
  ident: 10281_CR231
  publication-title: Int J Mach Learn Cybern
  doi: 10.1007/s13042-022-01591-x
– volume: 157
  year: 2021
  ident: 10281_CR106
  publication-title: Comput Ind Eng
  doi: 10.1016/j.cie.2021.107250
– volume: 181
  year: 2023
  ident: 10281_CR120
  publication-title: Comput Ind Eng
– ident: 10281_CR49
  doi: 10.1007/978-3-642-00185-7_1
– volume: 104
  year: 2022
  ident: 10281_CR189
  publication-title: Comput Electr Eng
  doi: 10.1016/j.compeleceng.2022.108461
– volume: 2
  start-page: 617
  issue: 4
  year: 2022
  ident: 10281_CR298
  publication-title: Wind
  doi: 10.3390/wind2040033
– volume: 13
  start-page: 216
  issue: 1
  year: 2022
  ident: 10281_CR323
  publication-title: Int J Power Electron Drive Syst
  doi: 10.11591/ijpeds.v13.i1.pp216-222
– ident: 10281_CR312
  doi: 10.22266/ijies2022.0831.25
– volume: 13
  start-page: 1
  issue: 1
  year: 2022
  ident: 10281_CR234
  publication-title: Int J Swarm Intell Res (IJSIR)
  doi: 10.4018/IJSIR.302608
– volume: 242
  year: 2022
  ident: 10281_CR91
  publication-title: Knowl-Based Syst
  doi: 10.1016/j.knosys.2022.108320
– volume: 140
  year: 2022
  ident: 10281_CR283
  publication-title: Autom Constr
  doi: 10.1016/j.autcon.2022.104371
– volume: 174
  year: 2022
  ident: 10281_CR89
  publication-title: Adv Eng Softw
  doi: 10.1016/j.advengsoft.2022.103282
– volume: 23
  start-page: 1383
  issue: 11
  year: 2021
  ident: 10281_CR110
  publication-title: Entropy
  doi: 10.3390/e23111383
– volume: 51
  year: 2022
  ident: 10281_CR206
  publication-title: J Energy Storage
  doi: 10.1016/j.est.2022.104343
– volume: 37
  start-page: 106
  issue: 2
  year: 2006
  ident: 10281_CR19
  publication-title: Adv Eng Softw
  doi: 10.1016/j.advengsoft.2005.04.005
– volume: 179
  start-page: 2232
  issue: 13
  year: 2009
  ident: 10281_CR18
  publication-title: Inf Sci
  doi: 10.1016/j.ins.2009.03.004
– volume: 97
  start-page: 849
  year: 2019
  ident: 10281_CR98
  publication-title: Fut Gener Comput Syst
  doi: 10.1016/j.future.2019.02.028
– volume: 128
  year: 2023
  ident: 10281_CR239
  publication-title: Comput Secur
  doi: 10.1016/j.cose.2023.103155
– volume: 17
  start-page: 4831
  issue: 12
  year: 2012
  ident: 10281_CR70
  publication-title: Commun Nonlinear Sci Numer Simul
  doi: 10.1016/j.cnsns.2012.05.010
– ident: 10281_CR271
  doi: 10.1109/ACCESS.2024.3464091
– volume: 24
  start-page: 1097
  issue: 11
  year: 1997
  ident: 10281_CR3
  publication-title: Comput Oper Res
  doi: 10.1016/S0305-0548(97)00031-2
– volume: 20
  start-page: 6422
  issue: 4
  year: 2023
  ident: 10281_CR160
  publication-title: Math Biosci Eng
  doi: 10.3934/mbe.2023278
– volume: 14
  start-page: 51
  issue: 1
  year: 2024
  ident: 10281_CR259
  publication-title: Land
  doi: 10.3390/land14010051
– volume: 26
  start-page: 4863
  issue: 10
  year: 2022
  ident: 10281_CR109
  publication-title: Soft Comput
  doi: 10.1007/s00500-022-06873-8
– volume: 10
  start-page: 89153
  year: 2022
  ident: 10281_CR186
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2022.3200386
– volume: 229
  year: 2023
  ident: 10281_CR253
  publication-title: Expert Syst Appl
– ident: 10281_CR52
  doi: 10.1007/978-3-642-13495-1_44
– ident: 10281_CR66
  doi: 10.1007/978-3-642-04944-6_14
– volume: 56
  start-page: 2183
  issue: Suppl 2
  year: 2023
  ident: 10281_CR222
  publication-title: Artif Intell Rev
  doi: 10.1007/s10462-023-10574-5
– volume: 145
  year: 2020
  ident: 10281_CR83
  publication-title: Comput Ind Eng
  doi: 10.1016/j.cie.2020.106559
– volume: 2022
  start-page: 6781740
  year: 2022
  ident: 10281_CR243
  publication-title: Comput Intell Neurosci
  doi: 10.1155/2022/6781740
– volume: 55
  start-page: 11653
  issue: 8
  year: 2023
  ident: 10281_CR133
  publication-title: Neural Process Lett
  doi: 10.1007/s11063-023-11394-y
– ident: 10281_CR304
  doi: 10.1007/978-981-99-0479-2_186
– volume: 19
  start-page: 177
  year: 2014
  ident: 10281_CR62
  publication-title: Appl soft Comput
  doi: 10.1016/j.asoc.2014.02.006
– volume: 14
  start-page: 2755
  issue: 7
  year: 2024
  ident: 10281_CR293
  publication-title: Appl Sci
  doi: 10.3390/app14072755
– ident: 10281_CR225
  doi: 10.1109/ICESAT58213.2023.10347310
– volume: 2
  start-page: 1
  year: 2012
  ident: 10281_CR12
  publication-title: Swarm Evol Comput
  doi: 10.1016/j.swevo.2011.11.003
– volume: 26
  start-page: 8
  year: 2016
  ident: 10281_CR23
  publication-title: Swarm Evol Comput
  doi: 10.1016/j.swevo.2015.07.002
– volume: 51
  start-page: 1531
  year: 2021
  ident: 10281_CR33
  publication-title: Appl Intell
  doi: 10.1007/s10489-020-01893-z
– volume: 205
  year: 2022
  ident: 10281_CR113
  publication-title: Expert Syst Appl
– volume: 21
  start-page: 486
  issue: 1
  year: 2024
  ident: 10281_CR126
  publication-title: J Bionic Eng
  doi: 10.1007/s42235-023-00438-7
– volume: 84
  year: 2023
  ident: 10281_CR254
  publication-title: Biomed Signal Process Control
  doi: 10.1016/j.bspc.2023.104742
– volume: 169
  start-page: 1
  year: 2016
  ident: 10281_CR76
  publication-title: Comput Struct
  doi: 10.1016/j.compstruc.2016.03.001
– ident: 10281_CR51
  doi: 10.1007/978-3-540-74377-4_18
– ident: 10281_CR237
  doi: 10.1007/s00521-024-09533-0
– volume: 89
  start-page: 228
  year: 2015
  ident: 10281_CR72
  publication-title: Knowl-Based Syst
  doi: 10.1016/j.knosys.2015.07.006
– volume: 56
  year: 2022
  ident: 10281_CR167
  publication-title: J Energy Storage
– volume: 15
  start-page: 1277
  issue: 10
  year: 2024
  ident: 10281_CR301
  publication-title: Micromachines
  doi: 10.3390/mi15101277
– volume: 9
  start-page: 215
  issue: 4
  year: 2024
  ident: 10281_CR309
  publication-title: Biomimetics
  doi: 10.3390/biomimetics9040215
– ident: 10281_CR250
  doi: 10.56042/jsir.v82i11.40
– volume: 12
  start-page: 11165
  issue: 1
  year: 2022
  ident: 10281_CR321
  publication-title: Sci Rep
  doi: 10.1038/s41598-022-15104-x
– volume: 5
  start-page: 6915
  issue: 3
  year: 2010
  ident: 10281_CR68
  publication-title: Scholarpedia
  doi: 10.4249/scholarpedia.6915
– volume: 174
  start-page: 1519
  issue: 3
  year: 2006
  ident: 10281_CR4
  publication-title: Eur J Oper Res
  doi: 10.1016/j.ejor.2005.01.066
– volume: 14
  start-page: 7225
  issue: 1
  year: 2024
  ident: 10281_CR136
  publication-title: Sci Rep
  doi: 10.1038/s41598-024-57002-4
– volume: 36
  start-page: 2797
  issue: 6
  year: 2024
  ident: 10281_CR121
  publication-title: Neural Comput Appl
  doi: 10.1007/s00521-023-09200-w
– volume: 15
  start-page: 5122
  issue: 1
  year: 2025
  ident: 10281_CR210
  publication-title: Sci Rep
  doi: 10.1038/s41598-025-89631-8
– ident: 10281_CR226
  doi: 10.1109/CATS58046.2023.10424214
– volume: 100
  year: 2025
  ident: 10281_CR241
  publication-title: Biomed Signal Process Control
  doi: 10.1016/j.bspc.2024.106894
– volume: 110
  start-page: 69
  year: 2017
  ident: 10281_CR27
  publication-title: Adv Eng Softw
  doi: 10.1016/j.advengsoft.2017.03.014
– volume: 15
  start-page: 8540
  issue: 22
  year: 2022
  ident: 10281_CR246
  publication-title: Energies
  doi: 10.3390/en15228540
– volume: 10
  start-page: 4331
  issue: 22
  year: 2022
  ident: 10281_CR197
  publication-title: Mathematics
  doi: 10.3390/math10224331
– ident: 10281_CR211
  doi: 10.1117/12.2634395
– volume: 88
  year: 2024
  ident: 10281_CR273
  publication-title: Biomed Signal Process Control
  doi: 10.1016/j.bspc.2023.105089
– volume: 104
  year: 2021
  ident: 10281_CR28
  publication-title: Eng Appl Artif Intell
  doi: 10.1016/j.engappai.2021.104314
– ident: 10281_CR80
  doi: 10.1109/ISCBI.2015.8
– ident: 10281_CR278
  doi: 10.32604/cmc.2023.030074
– ident: 10281_CR147
  doi: 10.1109/JIOT.2024.3508818
– ident: 10281_CR157
  doi: 10.1109/IWS55252.2022.9977606
– volume: 32
  start-page: 9777
  year: 2020
  ident: 10281_CR40
  publication-title: Neural Comput Appl
  doi: 10.1007/s00521-019-04510-4
– volume: 15
  start-page: 9261
  issue: 24
  year: 2022
  ident: 10281_CR219
  publication-title: Energies
  doi: 10.3390/en15249261
– volume: 142
  year: 2023
  ident: 10281_CR279
  publication-title: Ad Hoc Netw
  doi: 10.1016/j.adhoc.2023.103110
– ident: 10281_CR55
  doi: 10.1007/978-3-642-21515-5_36
– ident: 10281_CR8
– volume: 34
  issue: 11
  year: 2022
  ident: 10281_CR289
  publication-title: Concurr Comput: Pract Exp
  doi: 10.1002/cpe.6882
– volume-title: Population-based incremental learning: a method for integrating genetic search based function optimization and competitive learning
  year: 1994
  ident: 10281_CR13
– volume: 13
  start-page: 2592
  issue: 5
  year: 2013
  ident: 10281_CR57
  publication-title: Appl Soft Comput
  doi: 10.1016/j.asoc.2012.11.026
– volume: 108
  start-page: 135
  year: 2024
  ident: 10281_CR130
  publication-title: Alex Eng J
  doi: 10.1016/j.aej.2024.07.058
– volume: 15
  start-page: 1492
  issue: 5
  year: 2023
  ident: 10281_CR141
  publication-title: Cancers
  doi: 10.3390/cancers15051492
– volume: 20
  start-page: 74
  issue: 4
  year: 1990
  ident: 10281_CR2
  publication-title: Interfaces
  doi: 10.1287/inte.20.4.74
– ident: 10281_CR296
  doi: 10.1109/ISITIA56226.2022.9855330
– volume: 27
  start-page: 1053
  issue: 4
  year: 2016
  ident: 10281_CR74
  publication-title: Neural Comput Appl
  doi: 10.1007/s00521-015-1920-1
– volume: 1
  start-page: 5577278
  year: 2024
  ident: 10281_CR146
  publication-title: Int J Intell Syst
– volume: 47
  start-page: 8943
  issue: 14
  year: 2022
  ident: 10281_CR148
  publication-title: Int J Hydr Energy
  doi: 10.1016/j.ijhydene.2021.12.222
– volume: 12
  start-page: 9710
  issue: 19
  year: 2022
  ident: 10281_CR224
  publication-title: Appl Sci
  doi: 10.3390/app12199710
– volume: 71
  start-page: 21
  issue: 1
  year: 2023
  ident: 10281_CR177
  publication-title: Int J Appl Electromagnet Mech
  doi: 10.3233/JAE-210206
– volume: 1
  start-page: 18
  year: 1993
  ident: 10281_CR10
  publication-title: Bradford Book
– ident: 10281_CR191
  doi: 10.1177/00405175241269180
– volume: 15
  start-page: 1484
  issue: 2
  year: 2023
  ident: 10281_CR124
  publication-title: Sustainability
  doi: 10.3390/su15021484
– volume: 13
  start-page: 2386
  issue: 12
  year: 2021
  ident: 10281_CR266
  publication-title: Symmetry
  doi: 10.3390/sym13122386
– volume: 40
  start-page: 1
  issue: 4
  year: 2023
  ident: 10281_CR125
  publication-title: Vis Comput
– ident: 10281_CR203
  doi: 10.1109/PAIS56586.2022.9946891
– volume: 54
  start-page: 2669
  issue: 4
  year: 2021
  ident: 10281_CR77
  publication-title: Artif Intell Rev
  doi: 10.1007/s10462-020-09911-9
– volume: 11
  start-page: 37
  issue: 2
  year: 2024
  ident: 10281_CR220
  publication-title: J Comput Des Eng
– volume: 55
  start-page: 99
  year: 2015
  ident: 10281_CR25
  publication-title: Comput Oper Res
  doi: 10.1016/j.cor.2014.10.011
– volume: 28
  start-page: 106
  issue: 2
  year: 2025
  ident: 10281_CR127
  publication-title: Clust Comput
  doi: 10.1007/s10586-024-04735-6
– volume: 5
  start-page: 903
  issue: 7
  year: 2024
  ident: 10281_CR256
  publication-title: SN Comput Sci
  doi: 10.1007/s42979-024-03232-2
– volume: 232
  year: 2023
  ident: 10281_CR143
  publication-title: Comput Netw
  doi: 10.1016/j.comnet.2023.109848
– ident: 10281_CR288
  doi: 10.1109/ICMA54519.2022.9856219
– volume: 9
  start-page: 54
  issue: 1
  year: 2024
  ident: 10281_CR200
  publication-title: Biomimetics
  doi: 10.3390/biomimetics9010054
– ident: 10281_CR69
  doi: 10.1108/02644401211235834
– volume: 226
  year: 2024
  ident: 10281_CR168
  publication-title: Electr Power Syst Res
  doi: 10.1016/j.epsr.2023.109898
– ident: 10281_CR172
  doi: 10.2514/6.2023-1655
– volume: 58
  start-page: 1
  issue: 4
  year: 2025
  ident: 10281_CR32
  publication-title: Artif Intell Rev
  doi: 10.1007/s10462-025-11118-9
– ident: 10281_CR149
  doi: 10.1109/ICACRS55517.2022.10029054
– volume: 14
  start-page: 2088
  issue: 4
  year: 2024
  ident: 10281_CR221
  publication-title: Int J Electr Comput Eng
– volume: 224
  start-page: 85
  issue: 1
  year: 2013
  ident: 10281_CR20
  publication-title: Acta Mech
  doi: 10.1007/s00707-012-0745-6
– volume: 6
  start-page: 109
  year: 1995
  ident: 10281_CR7
  publication-title: J Glob Optim
  doi: 10.1007/BF01096763
– ident: 10281_CR303
  doi: 10.1109/ACCESS.2024.3461805
– ident: 10281_CR248
  doi: 10.1109/ICOSEC58147.2023.10275911
– volume: 5
  start-page: 326
  issue: 4
  year: 2024
  ident: 10281_CR257
  publication-title: SN Comput Sci
  doi: 10.1007/s42979-024-02632-8
– volume: 25
  start-page: 1455
  issue: 6
  year: 2014
  ident: 10281_CR42
  publication-title: Neural Comput Appl
  doi: 10.1007/s00521-014-1636-7
– volume: 941
  start-page: 39
  year: 2023
  ident: 10281_CR158
  publication-title: Theor Comput Sci
  doi: 10.1016/j.tcs.2022.08.019
– ident: 10281_CR261
  doi: 10.1109/AIDE57180.2022.10060334
– volume: 12
  start-page: 435
  issue: 4
  year: 2004
  ident: 10281_CR36
  publication-title: Evol Comput
  doi: 10.1162/1063656043138897
– volume: 37
  start-page: 99
  issue: 1
  year: 2023
  ident: 10281_CR300
  publication-title: Eng Proc
– ident: 10281_CR282
  doi: 10.14569/IJACSA.2021.0121275
– volume: 32
  start-page: 16625
  year: 2020
  ident: 10281_CR75
  publication-title: Neural Comput Appl
  doi: 10.1007/s00521-020-04866-y
– volume: 35
  issue: 12
  year: 2024
  ident: 10281_CR216
  publication-title: Meas Sci Technol
  doi: 10.1088/1361-6501/ad762a
– ident: 10281_CR277
  doi: 10.1109/AICIT55386.2022.9930301
– volume: 44
  start-page: 1001
  year: 2023
  ident: 10281_CR255
  publication-title: Tuijin Jishu/J Propuls Technol ISSN
– volume: 23
  start-page: 755
  issue: 2
  year: 2023
  ident: 10281_CR142
  publication-title: Sensors
  doi: 10.3390/s23020755
– volume: 13
  issue: 3
  year: 2022
  ident: 10281_CR286
  publication-title: Ain Shams Eng J
  doi: 10.1016/j.asej.2025.103295
– volume: 7
  start-page: 66084
  year: 2019
  ident: 10281_CR24
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2019.2918406
– ident: 10281_CR228
– volume: 7
  start-page: 381
  issue: 1–2
  year: 2023
  ident: 10281_CR140
  publication-title: Process Integr Optim Sustain
  doi: 10.1007/s41660-022-00301-y
– volume: 301
  year: 2024
  ident: 10281_CR292
  publication-title: Agric Water Manag
– volume: 9
  year: 2022
  ident: 10281_CR188
  publication-title: Results Control Optim
– volume: 79
  start-page: 2251
  issue: 2
  year: 2023
  ident: 10281_CR161
  publication-title: J Supercomput
  doi: 10.1007/s11227-022-04708-9
– volume: 47
  start-page: 375
  issue: 1
  year: 2023
  ident: 10281_CR252
  publication-title: Comput Syst Sci Eng
  doi: 10.32604/csse.2023.036362
– volume: 19
  start-page: 14173
  issue: 12
  year: 2022
  ident: 10281_CR156
  publication-title: Math Biosci Eng
  doi: 10.3934/mbe.2022660
– volume: 39
  year: 2022
  ident: 10281_CR260
  publication-title: Case Stud Therm Eng
– volume: 14
  start-page: 7897
  issue: 6
  year: 2023
  ident: 10281_CR251
  publication-title: J Ambient Intell Hum Comput
  doi: 10.1007/s12652-023-04600-1
– volume: 103
  year: 2022
  ident: 10281_CR202
  publication-title: Comput Electr Eng
  doi: 10.1016/j.compeleceng.2022.108359
– volume: 1
  start-page: 3
  year: 2002
  ident: 10281_CR9
  publication-title: Nat Comput
  doi: 10.1023/A:1015059928466
– volume: 111
  start-page: 300
  year: 2020
  ident: 10281_CR95
  publication-title: Fut Gener Comput Syst
  doi: 10.1016/j.future.2020.03.055
– volume: 79
  year: 2023
  ident: 10281_CR229
  publication-title: Biomed Signal Process Control
  doi: 10.1016/j.bspc.2022.104017
– volume: 18
  start-page: E250424229337
  issue: 1
  year: 2025
  ident: 10281_CR166
  publication-title: Recent Adv Comput Sci Commun
  doi: 10.2174/0126662558295501240418093550
– volume: 18
  start-page: 545
  issue: 1
  year: 2024
  ident: 10281_CR183
  publication-title: SIViP
  doi: 10.1007/s11760-023-02761-2
– volume: 69
  start-page: 46
  year: 2014
  ident: 10281_CR71
  publication-title: Adv Eng Softw
  doi: 10.1016/j.advengsoft.2013.12.007
– volume: 78
  start-page: 10176
  issue: 7
  year: 2022
  ident: 10281_CR153
  publication-title: J Supercomput
  doi: 10.1007/s11227-022-04311-y
– volume: 45
  start-page: 557
  issue: 3
  year: 2023
  ident: 10281_CR176
  publication-title: Trans Inst Meas Control
  doi: 10.1177/01423312221111607
– volume: 149
  year: 2023
  ident: 10281_CR193
  publication-title: Appl Soft Comput
  doi: 10.1016/j.asoc.2023.110947
– volume: 30
  start-page: 33780
  issue: 12
  year: 2023
  ident: 10281_CR218
  publication-title: Environ Sci Pollut Res
  doi: 10.1007/s11356-022-24326-5
– volume: 9
  start-page: 50001
  year: 2021
  ident: 10281_CR79
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2021.3067597
– volume: 101
  year: 2022
  ident: 10281_CR132
  publication-title: Comput Biol Chem
  doi: 10.1016/j.compbiolchem.2022.107767
– volume: 167
  start-page: 69
  year: 2016
  ident: 10281_CR37
  publication-title: Comput Struct
  doi: 10.1016/j.compstruc.2016.01.008
– volume: 106
  start-page: 474
  year: 2024
  ident: 10281_CR196
  publication-title: Alex Eng J
  doi: 10.1016/j.aej.2024.08.021
– ident: 10281_CR64
  doi: 10.1109/CEC.1999.782657
– volume: 36
  start-page: 5887
  issue: 10
  year: 2021
  ident: 10281_CR96
  publication-title: Int J Intell Syst
  doi: 10.1002/int.22535
– volume: 19
  start-page: 10963
  issue: 11
  year: 2022
  ident: 10281_CR213
  publication-title: Math Biosci Eng
  doi: 10.3934/mbe.2022512
– volume: 12
  start-page: 702
  issue: 6
  year: 2008
  ident: 10281_CR16
  publication-title: IEEE Trans Evol Comput
  doi: 10.1109/TEVC.2008.919004
– ident: 10281_CR173
  doi: 10.1109/DASC/PiCom/CBDCom/Cy59711.2023.10361401
– ident: 10281_CR163
  doi: 10.1016/j.heliyon.2024.e26187
– volume: 33
  start-page: 5011
  year: 2021
  ident: 10281_CR63
  publication-title: Neural Comput Appl
  doi: 10.1007/s00521-020-05296-6
– volume: 12
  start-page: 11187
  issue: 21
  year: 2022
  ident: 10281_CR263
  publication-title: Appl Sci
  doi: 10.3390/app122111187
– volume: 30
  start-page: 4449
  issue: 7
  year: 2023
  ident: 10281_CR116
  publication-title: Arch Comput Methods Eng
  doi: 10.1007/s11831-023-09945-6
– volume: 14
  start-page: 10673
  issue: 8
  year: 2023
  ident: 10281_CR247
  publication-title: J Ambient Intell Hum Comput
  doi: 10.1007/s12652-022-04342-6
– volume: 46
  start-page: 1
  issue: 2
  year: 2024
  ident: 10281_CR164
  publication-title: J Intell Fuzzy Syst
– volume: 56
  start-page: 1731
  issue: 2
  year: 2023
  ident: 10281_CR114
  publication-title: Artif Intell Rev
  doi: 10.1007/s10462-022-10216-2
– ident: 10281_CR192
  doi: 10.1007/978-3-030-99079-4_19
– volume: 139
  start-page: 18
  year: 2014
  ident: 10281_CR22
  publication-title: Comput Struct
  doi: 10.1016/j.compstruc.2014.04.005
– volume: 21
  start-page: 1
  issue: 5
  year: 2024
  ident: 10281_CR242
  publication-title: J Bionic Eng
– volume: 252
  year: 2024
  ident: 10281_CR306
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2024.124307
– volume: 11
  start-page: 41
  issue: 1
  year: 2024
  ident: 10281_CR217
  publication-title: J Big Data
  doi: 10.1186/s40537-024-00895-9
– ident: 10281_CR198
  doi: 10.1080/0305215X.2024.2399656
– volume: 18
  start-page: 1
  issue: 1
  year: 2023
  ident: 10281_CR291
  publication-title: Signal, Image Video Process
– volume: 28
  start-page: 247
  issue: 4
  year: 2025
  ident: 10281_CR179
  publication-title: Clust Comput
  doi: 10.1007/s10586-024-04929-y
– volume: 22
  start-page: 8508
  issue: 21
  year: 2022
  ident: 10281_CR171
  publication-title: Sensors
  doi: 10.3390/s22218508
– volume: 35
  start-page: 21645
  issue: 29
  year: 2023
  ident: 10281_CR123
  publication-title: Neural Comput Appl
  doi: 10.1007/s00521-023-08945-8
– volume: 54
  start-page: 5469
  issue: 7
  year: 2021
  ident: 10281_CR46
  publication-title: Artif Intell Rev
  doi: 10.1007/s10462-021-10026-y
– volume: 83
  start-page: 80
  year: 2015
  ident: 10281_CR86
  publication-title: Adv Eng Softw
  doi: 10.1016/j.advengsoft.2015.01.010
– ident: 10281_CR238
– volume: 7
  start-page: 127
  issue: 1–2
  year: 2023
  ident: 10281_CR313
  publication-title: Process Integr Optim Sustain
  doi: 10.1007/s41660-022-00278-8
– volume: 376
  year: 2021
  ident: 10281_CR48
  publication-title: Comput Methods Appl Mech Eng
  doi: 10.1016/j.cma.2020.113609
– ident: 10281_CR290
  doi: 10.1109/ICRERA55966.2022.9922834
– ident: 10281_CR84
  doi: 10.1109/CEC.2018.8477769
– volume: 12
  start-page: 5634
  issue: 11
  year: 2022
  ident: 10281_CR212
  publication-title: Appl Sci
  doi: 10.3390/app12115634
– ident: 10281_CR181
– volume: 70
  start-page: 4087
  year: 2022
  ident: 10281_CR281
  publication-title: CMC-Comput Mater Contin
– volume: 220
  start-page: 671
  issue: 4598
  year: 1983
  ident: 10281_CR1
  publication-title: Science
  doi: 10.1126/science.220.4598.671
– volume: 27
  start-page: 1
  issue: 1
  year: 2022
  ident: 10281_CR275
  publication-title: New Rev Inf Netw
  doi: 10.1080/13614576.2022.2039748
– volume: 4
  start-page: 3
  year: 2012
  ident: 10281_CR35
  publication-title: Memet Comput
  doi: 10.1007/s12293-012-0075-1
– volume: 14
  start-page: 3013
  issue: 1
  year: 2024
  ident: 10281_CR117
  publication-title: Sci Rep
  doi: 10.1038/s41598-024-53064-6
– volume: 10
  start-page: 2129
  issue: 12
  year: 2022
  ident: 10281_CR154
  publication-title: Mathematics
  doi: 10.3390/math10122129
– volume: 83
  start-page: 1
  issue: 21
  year: 2024
  ident: 10281_CR151
  publication-title: Multimedia Tools Appl
  doi: 10.1007/s11042-023-17886-2
– volume: 243
  year: 2022
  ident: 10281_CR90
  publication-title: Knowl-Based Syst
  doi: 10.1016/j.knosys.2022.108457
– volume: 165
  year: 2024
  ident: 10281_CR185
  publication-title: Appl Soft Comput
– volume: 20
  start-page: 1828
  issue: 4
  year: 2023
  ident: 10281_CR162
  publication-title: J Bionic Eng
  doi: 10.1007/s42235-023-00336-y
– volume: 224
  year: 2023
  ident: 10281_CR207
  publication-title: Expert Syst Appl
– volume: 10
  start-page: 10907
  year: 2022
  ident: 10281_CR112
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2022.3144431
– volume: 12
  start-page: 4125
  issue: 19
  year: 2023
  ident: 10281_CR268
  publication-title: Electronics
  doi: 10.3390/electronics12194125
– ident: 10281_CR65
  doi: 10.1109/ICNN.1995.488968
– volume: 24
  start-page: 551
  issue: 2
  year: 2017
  ident: 10281_CR30
  publication-title: Sci Iran Trans A, Civ Eng
– ident: 10281_CR269
  doi: 10.3390/pr11071957
– volume: 30
  start-page: 614
  year: 2015
  ident: 10281_CR81
  publication-title: Appl Soft Comput
  doi: 10.1016/j.asoc.2015.02.014
– volume: 24
  start-page: 656
  issue: 5
  year: 2022
  ident: 10281_CR187
  publication-title: Entropy
  doi: 10.3390/e24050656
– ident: 10281_CR170
  doi: 10.1109/CEI57409.2022.9950080
– volume: 176
  year: 2023
  ident: 10281_CR102
  publication-title: Adv Eng Softw
  doi: 10.1016/j.advengsoft.2022.103363
– volume: 12
  start-page: 3818
  issue: 23
  year: 2024
  ident: 10281_CR305
  publication-title: Mathematics
  doi: 10.3390/math12233818
– volume: 22
  start-page: 140
  issue: 1
  year: 2021
  ident: 10281_CR107
  publication-title: Sensors
  doi: 10.3390/s22010140
– volume: 462
  year: 2024
  ident: 10281_CR227
  publication-title: J Comput Appl Math
– volume: 11
  start-page: 1
  issue: 1
  year: 2024
  ident: 10281_CR137
  publication-title: J Comput Secur
– volume: 113
  start-page: 469
  issue: 2
  year: 1999
  ident: 10281_CR5
  publication-title: Eur J Oper Res
  doi: 10.1016/S0377-2217(98)00099-X
– volume: 17
  start-page: 14
  year: 2014
  ident: 10281_CR56
  publication-title: Swarm Evol Comput
  doi: 10.1016/j.swevo.2014.02.002
– volume: 10
  start-page: 22487
  year: 2022
  ident: 10281_CR118
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2022.3153727
– volume: 235
  year: 2024
  ident: 10281_CR209
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2023.121212
– volume: 24
  start-page: 31
  issue: 1
  year: 2023
  ident: 10281_CR317
  publication-title: J Tekn Ind
– volume: 23
  start-page: 2189
  issue: 4
  year: 2023
  ident: 10281_CR230
  publication-title: Sensors
  doi: 10.3390/s23042189
– volume: 10
  start-page: 1273
  issue: 8
  year: 2022
  ident: 10281_CR201
  publication-title: Mathematics
  doi: 10.3390/math10081273
– volume: 192
  start-page: 84
  year: 2022
  ident: 10281_CR88
  publication-title: Math Comput Simul
  doi: 10.1016/j.matcom.2021.08.013
– volume: 69
  year: 2023
  ident: 10281_CR103
  publication-title: J Comput Sci
  doi: 10.1016/j.jocs.2023.102010
– volume: 25
  year: 2025
  ident: 10281_CR240
  publication-title: Results Eng
– volume: 34
  start-page: 20939
  issue: 23
  year: 2022
  ident: 10281_CR205
  publication-title: Neural Comput Appl
  doi: 10.1007/s00521-022-07571-0
– ident: 10281_CR50
  doi: 10.1109/CEC.2007.4425083
– volume: 18
  start-page: 1
  issue: 1
  year: 2025
  ident: 10281_CR99
  publication-title: Evol Intell
  doi: 10.1007/s12065-024-00985-w
– ident: 10281_CR199
  doi: 10.1109/NMITCON62075.2024.10698867
– volume: 14
  start-page: 30714
  issue: 1
  year: 2024
  ident: 10281_CR308
  publication-title: Sci Rep
  doi: 10.1038/s41598-024-79577-8
– volume: 14
  start-page: 6117
  issue: 19
  year: 2021
  ident: 10281_CR307
  publication-title: Energies
  doi: 10.3390/en14196117
– volume: 14
  year: 2022
  ident: 10281_CR245
  publication-title: Results Eng
– volume: 248
  start-page: 287
  year: 2014
  ident: 10281_CR41
  publication-title: Appl Math Comput
– volume: 10
  start-page: 1451
  issue: 8
  year: 2022
  ident: 10281_CR131
  publication-title: Processes
  doi: 10.3390/pr10081451
– volume: 14
  start-page: 929
  issue: 2
  year: 2022
  ident: 10281_CR315
  publication-title: Sustainability
  doi: 10.3390/su14020929
– ident: 10281_CR322
  doi: 10.22266/ijies2024.1231.84
– volume: 72
  start-page: 1
  year: 2022
  ident: 10281_CR295
  publication-title: IEEE Trans Instrum Meas
– volume: 38
  start-page: 13170
  issue: 10
  year: 2011
  ident: 10281_CR34
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2011.04.126
– volume: 40
  start-page: 2905
  issue: 4
  year: 2024
  ident: 10281_CR129
  publication-title: Vis Comput
  doi: 10.1007/s00371-023-02993-w
– volume: 831
  year: 2022
  ident: 10281_CR287
  publication-title: Sci Total Environ
– volume: 34
  start-page: 409
  issue: 1
  year: 2022
  ident: 10281_CR58
  publication-title: Neural Comput Appl
  doi: 10.1007/s00521-021-06392-x
– ident: 10281_CR267
  doi: 10.4108/eetsis.v9i4.2565
– volume: 23
  year: 2024
  ident: 10281_CR302
  publication-title: Results Eng
  doi: 10.1016/j.rineng.2024.102442
– volume: 152
  year: 2020
  ident: 10281_CR94
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2020.113377
– volume: 36
  start-page: 7877
  issue: 14
  year: 2024
  ident: 10281_CR285
  publication-title: Neural Comput Appl
  doi: 10.1007/s00521-024-09499-z
– volume: 9
  year: 2022
  ident: 10281_CR324
  publication-title: Front Energy Res
– volume: 10
  start-page: 1749
  issue: 10
  year: 2022
  ident: 10281_CR297
  publication-title: Mathematics
  doi: 10.3390/math10101749
– ident: 10281_CR311
  doi: 10.1016/j.heliyon.2024.e27281
– volume: 99
  issue: 12
  year: 2024
  ident: 10281_CR100
  publication-title: Phys Scr
– volume: 25
  start-page: 519
  issue: 4
  year: 2022
  ident: 10281_CR155
  publication-title: Geo-Spat Inf Sci
  doi: 10.1080/10095020.2022.2068385
– ident: 10281_CR180
  doi: 10.32604/cmc.2024.058294
– ident: 10281_CR235
  doi: 10.1007/s13369-021-06017-4
– ident: 10281_CR265
  doi: 10.32604/csse.2023.034438
– volume: 43
  start-page: 303
  issue: 3
  year: 2011
  ident: 10281_CR53
  publication-title: Comput Aided Des
  doi: 10.1016/j.cad.2010.12.015
– volume: 18
  start-page: 1
  issue: 2
  year: 2023
  ident: 10281_CR249
  publication-title: Signal, Image Video Process
– ident: 10281_CR319
  doi: 10.3389/frai.2025.1542320
– ident: 10281_CR6
– volume: 112
  start-page: 283
  year: 2012
  ident: 10281_CR21
  publication-title: Comput Struct
  doi: 10.1016/j.compstruc.2012.09.003
– volume: 101
  start-page: 646
  year: 2019
  ident: 10281_CR39
  publication-title: Fut Gener Comput Syst
  doi: 10.1016/j.future.2019.07.015
– volume: 12
  start-page: 10
  issue: 4
  year: 2022
  ident: 10281_CR204
  publication-title: Int J Intel Eng Syst
– volume: 96
  start-page: 120
  year: 2016
  ident: 10281_CR45
  publication-title: Knowl-Based Syst
  doi: 10.1016/j.knosys.2015.12.022
– volume: 16
  issue: 1
  year: 2025
  ident: 10281_CR294
  publication-title: Ain Shams Eng J
– volume: 9
  start-page: 15744
  issue: 3
  year: 2023
  ident: 10281_CR299
  publication-title: J Eng Exact Sci
  doi: 10.18540/jcecvl9iss3pp15744-01e
– ident: 10281_CR195
  doi: 10.14569/IJACSA.2023.0141094
– volume: 195
  year: 2020
  ident: 10281_CR59
  publication-title: Knowl-Based Syst
  doi: 10.1016/j.knosys.2020.105709
– ident: 10281_CR159
  doi: 10.1007/s00521-023-08486-0
– volume: 11
  start-page: 1162
  issue: 4
  year: 2023
  ident: 10281_CR214
  publication-title: Processes
  doi: 10.3390/pr11041162
– volume: 163
  start-page: 283
  year: 2019
  ident: 10281_CR38
  publication-title: Knowl-Based Syst
  doi: 10.1016/j.knosys.2018.08.030
– volume: 36
  issue: 4
  year: 2024
  ident: 10281_CR310
  publication-title: J Softw: Evolut Process
– volume: 41
  start-page: 2074
  issue: 8/9
  year: 2024
  ident: 10281_CR184
  publication-title: Eng Comput
  doi: 10.1108/EC-01-2024-0043
– volume: 14
  start-page: 365
  issue: 12
  year: 2022
  ident: 10281_CR276
  publication-title: Fut Int
– volume: 34
  issue: 15
  year: 2022
  ident: 10281_CR139
  publication-title: Concurr Comput: Pract Exp
– volume: 19
  start-page: 5867
  year: 2022
  ident: 10281_CR169
  publication-title: Math Biosci Eng
  doi: 10.3934/mbe.2022275
– ident: 10281_CR215
  doi: 10.1007/978-981-99-3177-4_15
– volume: 77
  start-page: 425
  issue: 1
  year: 2007
  ident: 10281_CR17
  publication-title: Prog Electromagn Res
  doi: 10.2528/PIER07082403
– volume: 392
  year: 2022
  ident: 10281_CR97
  publication-title: Comput Methods Appl Mech Eng
  doi: 10.1016/j.cma.2022.114616
– volume: 9
  start-page: 1551
  issue: 9
  year: 2021
  ident: 10281_CR108
  publication-title: Processes
  doi: 10.3390/pr9091551
– volume: 81
  start-page: 26283
  issue: 18
  year: 2022
  ident: 10281_CR236
  publication-title: Multimedia Tools Appl
  doi: 10.1007/s11042-022-12891-3
– volume: 213
  year: 2023
  ident: 10281_CR104
  publication-title: Expert Syst Appl
– volume: 80
  start-page: 20
  year: 2019
  ident: 10281_CR87
  publication-title: Eng Appl Artif Intell
  doi: 10.1016/j.engappai.2019.01.001
– volume: 114
  start-page: 163
  year: 2017
  ident: 10281_CR93
  publication-title: Adv Eng Softw
  doi: 10.1016/j.advengsoft.2017.07.002
– ident: 10281_CR318
  doi: 10.1109/ACCESS.2023.3293403
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Snippet The Aquila Optimizer (AO) algorithm is a well-known Swarm-based nature-inspired optimization algorithm inspired by Aquila’s behavior in hunting and catching...
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SubjectTerms Algorithms
Artificial Intelligence
Chemical reactions
Computer Science
Engineering
Evolutionary computation
Genetic algorithms
Heuristic
Heuristic methods
Image processing
Mathematical and Computational Engineering
Optimization
Optimization algorithms
Power dispatch
Review
Unmanned aerial vehicles
Vehicle routing
Wireless sensor networks
Subtitle A Comprehensive Survey of Aquila Optimizer: Theory, Variants, Hybridization, and Applications
Title A Comprehensive Survey of Aquila Optimizer: Theory, Variants, Hybridization, and Applications
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https://hal.science/hal-05091507
Volume 32
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