A Comprehensive Review on Multi-objective Optimization Techniques: Past, Present and Future

Realistic problems typically have many conflicting objectives. Therefore, it is instinctive to look at the engineering problems as multi-objective optimization problems. This paper briefly explains the multi-objective optimization algorithms and their variants with pros and cons. Representative algo...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	Archives of computational methods in engineering Ročník 29; číslo 7; s. 5605 - 5633
Hlavní autori:	Sharma, Shubhkirti, Kumar, Vijay
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Dordrecht Springer Netherlands 01.11.2022 Springer Nature B.V
Predmet:	Algorithms Engineering Mathematical and Computational Engineering Multiple objective analysis Optimization Review Article
ISSN:	1134-3060, 1886-1784
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Abstract	Realistic problems typically have many conflicting objectives. Therefore, it is instinctive to look at the engineering problems as multi-objective optimization problems. This paper briefly explains the multi-objective optimization algorithms and their variants with pros and cons. Representative algorithms in each category are discussed in depth. Applications of various multi-objective algorithms in various fields of engineering are discussed. Open challenges and future directions for multi-objective algorithms are suggested. This study covers relevant aspects of multi-objective algorithms that which will help the new researchers to apply these algorithms in their research field.
AbstractList	Realistic problems typically have many conflicting objectives. Therefore, it is instinctive to look at the engineering problems as multi-objective optimization problems. This paper briefly explains the multi-objective optimization algorithms and their variants with pros and cons. Representative algorithms in each category are discussed in depth. Applications of various multi-objective algorithms in various fields of engineering are discussed. Open challenges and future directions for multi-objective algorithms are suggested. This study covers relevant aspects of multi-objective algorithms that which will help the new researchers to apply these algorithms in their research field.
Author	Sharma, Shubhkirti Kumar, Vijay
Author_xml	– sequence: 1 givenname: Shubhkirti surname: Sharma fullname: Sharma, Shubhkirti organization: Computer Science and Engineering Department, National Institute of Technology – sequence: 2 givenname: Vijay orcidid: 0000-0002-3460-6989 surname: Kumar fullname: Kumar, Vijay email: vijaykumarchahar@nith.ac.in organization: Computer Science and Engineering Department, National Institute of Technology
BookMark	eNp9kE1LAzEQhoNU8PMPeFrwajST7EfiTYpfULFIbx5CujuxKW22JllFf73bVhA89DQDM8_My3NEBr71SMgZsEtgrLqKAFIAZZxTpqpKUrVHDkHKkkIl80Hfg8ipYCU7IEcxzhkrcqX4IXm9yYbtchVwhj66D8xe8MPhZ9b67KlbJEfb6RzrtJ48r5Jbum-TXD-cYD3z7r3DeJ2NTUwX2ThgRJ8y45vsrktdwBOyb80i4ulvPSaTu9vJ8IGOnu8fhzcjWgtQiVoUYK0Ck1vJKyhKhVXRFKJqcuBTnoOSxqKxgKiEkKVoeAF2ahsmOEoUx-R8e3YV2nWgpOdtF3z_UfNK5GUumOL9Ft9u1aGNMaDVq-CWJnxpYHrtUG8d6t6h3jjUqofkP6h2aSMgBeMWu1GxRWP_x79h-Eu1g_oB4aGIgw
CitedBy_id	crossref_primary_10_1016_j_jmsy_2024_07_015 crossref_primary_10_3390_buildings15060877 crossref_primary_10_1007_s13042_024_02300_6 crossref_primary_10_3390_math13162579 crossref_primary_10_1371_journal_pone_0324567 crossref_primary_10_1016_j_energy_2024_131545 crossref_primary_10_1080_0305215X_2024_2418341 crossref_primary_10_1016_j_renene_2024_122023 crossref_primary_10_1007_s00500_024_09890_x crossref_primary_10_1016_j_asoc_2025_113670 crossref_primary_10_1109_TEVC_2023_3255263 crossref_primary_10_1016_j_asoc_2025_113792 crossref_primary_10_1016_j_est_2024_112794 crossref_primary_10_1111_eth_70021 crossref_primary_10_3390_app15094778 crossref_primary_10_1016_j_energy_2025_138223 crossref_primary_10_1016_j_ins_2025_122540 crossref_primary_10_1007_s12239_025_00247_3 crossref_primary_10_3390_aerospace12030229 crossref_primary_10_1007_s00784_025_06315_3 crossref_primary_10_1007_s11831_025_10249_0 crossref_primary_10_1016_j_jobe_2023_107879 crossref_primary_10_3390_machines12090635 crossref_primary_10_2166_ws_2023_153 crossref_primary_10_1007_s42979_023_02143_y crossref_primary_10_1063_5_0268482 crossref_primary_10_1016_j_energy_2025_137139 crossref_primary_10_1016_j_jenvman_2024_123424 crossref_primary_10_1038_s41598_024_54715_4 crossref_primary_10_1007_s00170_023_12666_6 crossref_primary_10_1186_s43251_025_00159_3 crossref_primary_10_26599_TST_2024_9010224 crossref_primary_10_3390_su151411317 crossref_primary_10_1007_s12530_025_09683_z crossref_primary_10_1177_16878132241282010 crossref_primary_10_1016_j_tra_2024_104353 crossref_primary_10_2478_bjes_2025_0004 crossref_primary_10_1007_s13042_024_02462_3 crossref_primary_10_1016_j_ijepes_2025_110775 crossref_primary_10_3390_app13074643 crossref_primary_10_1016_j_applthermaleng_2025_126661 crossref_primary_10_1016_j_applthermaleng_2025_127113 crossref_primary_10_1109_TAES_2025_3560937 crossref_primary_10_3390_pr12050869 crossref_primary_10_1016_j_engappai_2025_111569 crossref_primary_10_1109_TCBBIO_2025_3572178 crossref_primary_10_1016_j_jmrt_2025_03_119 crossref_primary_10_1038_s41598_025_96539_w crossref_primary_10_1134_S0040579524700799 crossref_primary_10_1016_j_atech_2023_100311 crossref_primary_10_1016_j_nfs_2025_100218 crossref_primary_10_2478_ijssis_2025_0027 crossref_primary_10_1016_j_dche_2025_100231 crossref_primary_10_1016_j_jocs_2024_102361 crossref_primary_10_1155_2023_3345138 crossref_primary_10_1007_s12206_025_0214_5 crossref_primary_10_1016_j_aei_2025_103832 crossref_primary_10_1016_j_matcom_2024_04_027 crossref_primary_10_1016_j_apenergy_2022_120370 crossref_primary_10_1016_j_chaos_2022_113081 crossref_primary_10_1515_nanoph_2024_0536 crossref_primary_10_1007_s10462_023_10470_y crossref_primary_10_1038_s44287_025_00187_1 crossref_primary_10_3390_sym17040572 crossref_primary_10_1016_j_eneco_2024_108032 crossref_primary_10_1109_TIM_2025_3557121 crossref_primary_10_1016_j_eswa_2024_124441 crossref_primary_10_1145_3682112_3682116 crossref_primary_10_1007_s11042_024_19887_1 crossref_primary_10_3390_app131910865 crossref_primary_10_1371_journal_pone_0326374 crossref_primary_10_3390_a17050206 crossref_primary_10_3390_app14219951 crossref_primary_10_1109_TIA_2023_3307082 crossref_primary_10_1016_j_buildenv_2025_112864 crossref_primary_10_32604_cmc_2024_048462 crossref_primary_10_1007_s10586_024_04907_4 crossref_primary_10_12677_airr_2024_133063 crossref_primary_10_1016_j_compeleceng_2024_109964 crossref_primary_10_1371_journal_pcbi_1012445 crossref_primary_10_1038_s41598_025_09995_9 crossref_primary_10_1007_s11665_025_10800_x crossref_primary_10_1016_j_tre_2024_103914 crossref_primary_10_1016_j_eswa_2025_127320 crossref_primary_10_1017_S0263574724000766 crossref_primary_10_1016_j_asoc_2024_111978 crossref_primary_10_1016_j_ress_2025_111622 crossref_primary_10_1016_j_seppur_2024_129968 crossref_primary_10_1145_3665868 crossref_primary_10_1016_j_eswa_2025_126644 crossref_primary_10_1134_S0040579523070060 crossref_primary_10_1016_j_csite_2025_106257 crossref_primary_10_3390_su17177792 crossref_primary_10_1016_j_aei_2023_101904 crossref_primary_10_1016_j_ijgeop_2024_08_002 crossref_primary_10_1080_08827508_2025_2547250 crossref_primary_10_1016_j_compag_2025_110846 crossref_primary_10_1016_j_ijsolstr_2025_113637 crossref_primary_10_1080_0305215X_2024_2420738 crossref_primary_10_1016_j_swevo_2023_101318 crossref_primary_10_3390_app15084383 crossref_primary_10_1016_j_swevo_2024_101834 crossref_primary_10_1016_j_enbuild_2023_113433 crossref_primary_10_1155_2023_4101604 crossref_primary_10_3390_en18010124 crossref_primary_10_3390_systems12120571 crossref_primary_10_1007_s10845_025_02615_3 crossref_primary_10_1080_10910344_2024_2381191 crossref_primary_10_1007_s11831_025_10243_6 crossref_primary_10_1145_3764944_3764955 crossref_primary_10_23919_CSMS_2024_0037 crossref_primary_10_3390_su152115588 crossref_primary_10_1016_j_jclepro_2023_139120 crossref_primary_10_1016_j_suscom_2025_101163 crossref_primary_10_1016_j_compag_2025_110579 crossref_primary_10_3390_computers14040114 crossref_primary_10_3390_rs15163932 crossref_primary_10_1016_j_autcon_2024_105598 crossref_primary_10_1016_j_cor_2024_106744 crossref_primary_10_1016_j_iot_2024_101311 crossref_primary_10_1016_j_asoc_2024_111677 crossref_primary_10_1007_s00146_025_02452_1 crossref_primary_10_1016_j_ijepes_2025_111023 crossref_primary_10_61435_ijred_2024_60308 crossref_primary_10_1016_j_asoc_2023_110525 crossref_primary_10_1016_j_energy_2023_129526 crossref_primary_10_1007_s11705_025_2562_1 crossref_primary_10_3390_biomimetics9070417 crossref_primary_10_3390_photonics11050442 crossref_primary_10_1016_j_rineng_2025_106360 crossref_primary_10_2166_hydro_2023_028 crossref_primary_10_1109_OJCOMS_2025_3583202 crossref_primary_10_1016_j_jobe_2025_113707 crossref_primary_10_1109_JIOT_2025_3568710 crossref_primary_10_1016_j_eswa_2025_127512 crossref_primary_10_1038_s41598_024_52083_7 crossref_primary_10_2166_wst_2025_079 crossref_primary_10_3390_en18030677 crossref_primary_10_1016_j_is_2023_102233 crossref_primary_10_1007_s00170_025_15807_1 crossref_primary_10_1021_acsnano_5c04200 crossref_primary_10_1016_j_segan_2025_101934 crossref_primary_10_3390_sym17081292 crossref_primary_10_4108_ew_7188 crossref_primary_10_1103_PhysRevResearch_7_023141 crossref_primary_10_3390_app15052519 crossref_primary_10_1145_3737455 crossref_primary_10_1016_j_oceaneng_2024_118528 crossref_primary_10_1016_j_ijdrr_2025_105778 crossref_primary_10_1109_ACCESS_2025_3585375 crossref_primary_10_3390_ma18091991 crossref_primary_10_1016_j_oceaneng_2023_116503 crossref_primary_10_1007_s41965_024_00174_9 crossref_primary_10_3390_mi16060638 crossref_primary_10_1016_j_rcim_2025_103028 crossref_primary_10_1016_j_est_2025_116870 crossref_primary_10_1016_j_rico_2025_100606 crossref_primary_10_1126_sciadv_adx2299 crossref_primary_10_3390_a18020063 crossref_primary_10_1016_j_asoc_2023_110270 crossref_primary_10_1016_j_enganabound_2025_106361 crossref_primary_10_2478_amns_2025_0575 crossref_primary_10_1145_3708984 crossref_primary_10_1109_ACCESS_2023_3337034 crossref_primary_10_1061_JCEMD4_COENG_15320 crossref_primary_10_3390_su17188220 crossref_primary_10_9766_KIMST_2025_28_2_172 crossref_primary_10_1016_j_engstruct_2023_116379 crossref_primary_10_1007_s41660_025_00517_8 crossref_primary_10_1016_j_jfoodeng_2024_112394 crossref_primary_10_1016_j_tifs_2024_104842 crossref_primary_10_61435_ijred_2024_60483 crossref_primary_10_1016_j_cherd_2024_06_026 crossref_primary_10_1016_j_procir_2024_12_126 crossref_primary_10_1088_2632_2153_ad35a4 crossref_primary_10_1109_ACCESS_2024_3506282 crossref_primary_10_1016_j_jmst_2024_09_033
Cites_doi	10.20944/preprints201805.0221.v1 10.1155/2020/5132803 10.1155/2021/9114113 10.1109/TEVC.2013.2281535 10.1080/23249676.2021.1884613 10.1109/TENCON.2017.8228329 10.1007/978-3-642-20505-7_1 10.1007/978-981-13-9710-3_7 10.1109/TEVC.2007.892759 10.1109/TCBB.2007.070203 10.1145/3321707.3321839 10.1007/978-3-030-52246-9_6 10.1109/CIS.2015.78 10.1109/ICNC.2011.6022367 10.1016/j.sigpro.2019.107292 10.1007/s10489-018-1365-1 10.1109/TEVC.2014.2373386 10.1007/s00500-017-2609-4 10.1364/AO.56.009444 10.1007/s00500-018-3164-3 10.1007/s11047-018-9685-y 10.1007/978-3-540-30217-9_84 10.1007/s11831-021-09663-x 10.3233/FI-2011-376 10.1007/s10489-016-0889-5 10.1007/s11721-008-0022-4 10.1016/j.scs.2021.103214 10.1162/EVCO_a_00135 10.4018/978-1-5225-3035-0.CH014 10.1109/TEVC.2011.2169968 10.1007/978-3-319-05170-3_31 10.1016/j.asoc.2007.05.005 10.1109/TEVC.2011.2161872 10.1145/1830483.1830578 10.1007/s11042-020-10139-6 10.1109/ACCESS.2018.2815992 10.1016/j.mri.2019.05.009 10.1109/TEVC.2017.2695579 10.1016/j.ejor.2006.03.041 10.1016/j.bir.2021.02.005 10.1109/4235.797969 10.1109/CEC.2010.5586185 10.1016/j.proeng.2011.08.555 10.18201/ijisae.2019252785 10.1016/j.asoc.2012.03.067 10.1016/j.swevo.2020.100776 10.1007/978-3-030-63773-6_3 10.1016/j.swevo.2021.100937 10.1109/TEVC.2013.2290086 10.1109/TEVC.2017.2704118 10.1007/978-3-030-12767-1_4 10.1145/3321707.3321718 10.1109/CEC.2017.7969533 10.1109/CSE-EUC.2017.27 10.1109/TEVC.2017.2707980 10.1016/j.aej.2021.12.043 10.2991/aisr.k.200424.068 10.1186/s41044-016-0003-3 10.1016/j.procs.2020.03.261 10.1016/j.asoc.2021.107772 10.1145/3205455.3205463 10.1162/EVCO_a_00109 10.1016/j.ipl.2010.07.026 10.1109/WARTIA.2014.6976460 10.1109/UPEC.2012.6398417 10.1109/ICNC.2009.552 10.1007/978-981-16-8656-6_36 10.1016/j.swevo.2018.02.008 10.1109/ACCESS.2020.3047936 10.1109/ACCESS.2020.3022317 10.1109/TEVC.2013.2290082 10.3390/app12020896 10.1007/978-3-642-32451-2_2 10.1007/978-3-030-19638-7_8 10.1109/COMST.2017.2698366 10.3390/pr8050508 10.1109/CITS.2019.8862046 10.1109/CEC.2011.5949650 10.1088/1742-6596/1288/1/012057 10.1109/TCAPT.2004.831775 10.33552/CTCSE.2019.02.000529 10.1515/REVCE.2000.16.1.1 10.1109/4235.996017 10.1109/TCYB.2018.2819360 10.1109/ACCESS.2021.3066323 10.1109/CEC.2011.5949757 10.2166/h2oj.2020.128 10.1109/PCT.2007.4538641 10.1109/JAS.2021.1004129 10.1016/j.knosys.2018.03.011 10.1016/j.ins.2013.12.040 10.1007/s00500-012-0883-8 10.1162/EVCO_a_00009 10.1109/TEVC.2013.2281534 10.1109/TEVC.2016.2639360 10.1007/978-3-642-10701-6_2 10.1007/978-3-319-10762-2_66 10.1109/CEC.2010.5586523 10.1145/1830483.1830577 10.1016/j.ejor.2006.08.008 10.1109/ACCESS.2020.2973670 10.1142/S0217732319501931 10.1109/SoutheastCon42311.2019.9020457 10.1007/978-3-642-37140-0_25 10.1109/CEC.2015.7256996 10.4018/978-1-7998-5788-4.ch013 10.1016/j.eswa.2020.113377 10.1109/ACCESS.2020.3022164 10.1162/106365600568167 10.1109/ACCESS.2020.2989219 10.1109/SSCI.2018.8628819
ContentType	Journal Article
Copyright	The Author(s) under exclusive licence to International Center for Numerical Methods in Engineering (CIMNE) 2022 The Author(s) under exclusive licence to International Center for Numerical Methods in Engineering (CIMNE) 2022.
Copyright_xml	– notice: The Author(s) under exclusive licence to International Center for Numerical Methods in Engineering (CIMNE) 2022 – notice: The Author(s) under exclusive licence to International Center for Numerical Methods in Engineering (CIMNE) 2022.
DBID	AAYXX CITATION JQ2
DOI	10.1007/s11831-022-09778-9
DatabaseName	CrossRef ProQuest Computer Science Collection
DatabaseTitle	CrossRef ProQuest Computer Science Collection
DatabaseTitleList	ProQuest Computer Science Collection
DeliveryMethod	fulltext_linktorsrc
Discipline	Applied Sciences Engineering
EISSN	1886-1784
EndPage	5633
ExternalDocumentID	10_1007_s11831_022_09778_9
GroupedDBID	-5B -5G -BR -EM -Y2 -~C -~X .4S .86 .DC .VR 06D 0R~ 0VY 1N0 1SB 203 23M 28- 29~ 2J2 2JN 2JY 2KG 2KM 2LR 2VQ 2~H 30V 3V. 4.4 406 408 40D 40E 5GY 5VS 67Z 6NX 7WY 8FE 8FG 8FL 8TC 8UJ 95- 95. 95~ 96X AAAVM AABHQ AACDK AAHNG AAIAL AAJBT AAJKR AANZL AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYTO AAYZH ABAKF ABDZT ABECU ABFTV ABHQN ABJCF ABJNI ABJOX ABKCH ABMNI ABMQK ABNWP ABQBU ABQSL ABSXP ABTEG ABTHY ABTKH ABTMW ABULA ABUWG ABWNU ABXPI ACAOD ACBXY ACDTI ACGFS ACHSB ACHXU ACIWK ACKNC ACMDZ ACMLO ACOKC ACOMO ACPIV ACZOJ ADHHG ADHIR ADINQ ADKNI ADKPE ADMLS ADRFC ADTPH ADURQ ADYFF ADZKW AEBTG AEFQL AEGAL AEGNC AEJHL AEJRE AEKMD AEMSY AENEX AEOHA AEPYU AESKC AETLH AEVLU AEXYK AFBBN AFEXP AFGCZ AFKRA AFLOW AFQWF AFWTZ AFZKB AGAYW AGDGC AGGDS AGJBK AGMZJ AGQEE AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHKAY AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO AJZVZ ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMXSW AMYLF AMYQR AOCGG ARAPS ARCEE ARCSS ARMRJ ASPBG AVWKF AXYYD AYJHY AZFZN AZQEC B-. BA0 BBWZM BDATZ BENPR BEZIV BGLVJ BGNMA BPHCQ CAG CCPQU COF CS3 CSCUP DDRTE DNIVK DPUIP DWQXO EBLON EBS EDO EIOEI EJD ESBYG FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRNLG FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNUQQ GNWQR GQ6 GQ7 GROUPED_ABI_INFORM_COMPLETE H13 HCIFZ HF~ HG5 HG6 HMJXF HRMNR HVGLF HZ~ I-F IJ- IKXTQ IWAJR IXC IXD IXE IZQ I~X I~Z J-C J0Z JBSCW K60 K6V K6~ K7- KDC KOV L6V LLZTM M0C M0N M4Y M7S MA- MK~ N2Q NB0 NDZJH NF0 NPVJJ NQJWS NU0 O9- O93 O9G O9I O9J OAM P19 P2P P62 P9P PF0 PQBIZ PQBZA PQQKQ PROAC PT4 PT5 PTHSS QOK QOS R4E R89 R9I RHV RNI RNS ROL RPX RSV RZK S16 S1Z S26 S27 S28 S3B SAP SCLPG SCV SDH SDM SEG SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 T16 TSG TSK TSV TUC TUS U2A UG4 UOJIU UTJUX UZXMN VC2 VFIZW W48 WK8 YLTOR Z45 Z5O Z7R Z7X Z7Y Z7Z Z83 Z88 ZMTXR _50 ~EX AAPKM AAYXX ABBRH ABDBE ABFSG ABRTQ ACSTC ADHKG AEZWR AFDZB AFFHD AFHIU AFOHR AGQPQ AHPBZ AHWEU AIXLP ATHPR AYFIA CITATION JZLTJ PHGZM PHGZT PQGLB JQ2
ID	FETCH-LOGICAL-c319t-fe31ff91a4f8271569e75d537d412b24198afeaf1ee933863d251fbfd032e8e3
IEDL.DBID	RSV
ISICitedReferencesCount	217
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000820566900001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	1134-3060
IngestDate	Wed Sep 17 23:57:13 EDT 2025 Sat Nov 29 06:21:48 EST 2025 Tue Nov 18 22:24:44 EST 2025 Fri Feb 21 02:44:35 EST 2025
IsPeerReviewed	true
IsScholarly	true
Issue	7
Language	English
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c319t-fe31ff91a4f8271569e75d537d412b24198afeaf1ee933863d251fbfd032e8e3
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
ORCID	0000-0002-3460-6989
PQID	2734643092
PQPubID	1486352
PageCount	29
ParticipantIDs	proquest_journals_2734643092 crossref_primary_10_1007_s11831_022_09778_9 crossref_citationtrail_10_1007_s11831_022_09778_9 springer_journals_10_1007_s11831_022_09778_9
PublicationCentury	2000
PublicationDate	2022-11-01
PublicationDateYYYYMMDD	2022-11-01
PublicationDate_xml	– month: 11 year: 2022 text: 2022-11-01 day: 01
PublicationDecade	2020
PublicationPlace	Dordrecht
PublicationPlace_xml	– name: Dordrecht
PublicationSubtitle	State of the Art Reviews
PublicationTitle	Archives of computational methods in engineering
PublicationTitleAbbrev	Arch Computat Methods Eng
PublicationYear	2022
Publisher	Springer Netherlands Springer Nature B.V
Publisher_xml	– name: Springer Netherlands – name: Springer Nature B.V
References	Tang (CR115) 2021; 8 Chen, Zhou, Zhao, Xiang, Wang (CR21) 2018; 41 Saxena, Mishra (CR109) 2017; 47 Cho, Wang, Chen, Chan, Swami (CR23) 2017; 19 Deb, Jain, Gupta, Maji (CR30) 2004; 27 CR39 Angus, Woodward (CR8) 2009; 3 CR35 CR34 Jain, Deb (CR59) 2014; 18 Dai, Pan, Li, Tsai, Jain (CR29) 2020 Li, Deb, Zhang, Kwong (CR74) 2015; 19 Marghny, Zanaty Elnomery, Dukhan Wathiq, Reyad (CR79) 2022; 61 Coello, Lechuga, Pulido (CR26) 1999; 3 Zhang, Tan, Lee, Gao (CR129) 2018; 22 Qiu, Zhu, Wu, Fan, Suganthan (CR100) 2021; 60 Yan, Li, Zhang, Zhang, Wu (CR124) 2011; 15 Beume, Naujoks, Emmerich (CR15) 2007; 181 CR49 Trivedi, Srinivasan, Sanyal, Ghosh (CR116) 2017; 21 Dhiman, Kumar (CR37) 2019; 49 Faramarzi, Heidarinejad, Mirjalili, Gandomi (CR44) 2020; 152 CR45 Li, Zhang (CR132) 2007; 11 Bhaskar, Gupta, Ray (CR16) 2000; 16 CR43 Coello (CR25) 2018 CR42 Chand, Wagner (CR20) 2015; 20 Li, Deb, Zhang, Kwong (CR73) 2015; 19 Jain, Deb, Purshouse, Fleming, Fonseca, Greco, Shaw (CR58) 2013 Jain, Ramesh, Bhattacharya (CR60) 2021; 112 Rangaiah, Zemin, Hoadley (CR103) 2020; 8 Omran Sherin, El-Behaidy Wessam, Youssif Aliaa, Arai, Kapoor, Bhatia (CR91) 2020 Qi, Ma, Liu, Jiao, Sun, Wu (CR99) 2014; 22 Huang, Zhang, Li (CR54) 2019; 1288 Rahman, Szabó (CR101) 2021; 74 Santana-Quintero, Arias-Montano, Coello, Tenne, Goh (CR107) 2010 Gheitasi, Kaboli, Keramat (CR47) 2021; 9 Jiang, Yang, Wang, Liu (CR63) 2018; 22 Saha, Maulik, Bandyopadhyay, Plewczynski (CR106) 2011; 106 Dabba, Tari, Zouache (CR28) 2020; 58 Kvasov, Mukhametzhanov (CR71) 2018; 318 Assunção, Colanzi, Vergilio, Pozo (CR11) 2014; 267 Wang, Zhang, Zhang, Sheng (CR121) 2021; 22 CR57 CR56 CR55 Peitz, Dellnitz (CR95) 2018 Das, Ghosh (CR48) 2008; 83 CR135 Avder, Şahin, Dörterler (CR12) 2019; 7 CR51 CR134 CR131 García-Martínez, Cordon, Herrera (CR46) 2007; 180 Xu, Xu, Ma (CR123) 2020; 8 Pereira, Oliver, Francisco, Cunha, Gomes (CR96) 2021; 29 Abdel-Basset, Mohamed, Mirjalili, Chakrabortty, Ryan (CR2) 2021; 9 Service (CR112) 2010; 110 Antonio, Berenguer, Coello (CR9) 2018; 22 Mirjalili, Merikhi, Mirjalili, Zoghi, Mirjalili (CR82) 2017; 56 Mukhopadhyay, Maulik, Bandyopadhyay, Coello (CR87) 2014; 18 Olmo, Romero, Ventura (CR90) 2012; 16 CR64 Hosseini, Vahidi, Kamel, Shojaei (CR53) 2021; 12 Deb, Jain (CR33) 2014; 18 Eckart, Thiele (CR40) 1999; 3 Brockhoff, Wagner, Trautmann (CR17) 2015; 23 Knowles, Corne (CR68) 2000; 8 Abd Elaziz, Abualigah, Ibrahim, Attiya, M (CR1) 2021 Agushaka Jeffrey, Ezugwu Absalom (CR4) 2022; 12 Rajani, Kumar, Kumar (CR102) 2020; 167 Mukhopadhyay, Maulik, Bandyopadhyay, Coello (CR86) 2014; 18 CR77 CR75 CR113 Schutze, Esquivel, Lara, Coello (CR110) 2012; 16 CR111 CR72 Kumar, Kumar, Kumari (CR69) 2019; 34 CR70 Coello, Gaspar-Cunha, Takahashi, Schaefer, Costa (CR24) 2011 Maltese, Ombuki-Berman, Engelbrecht (CR78) 2018; 22 Janson, Merkle, Middendorf (CR62) 2008; 8 Taha (CR114) 2020; 8 CR118 CR3 Emmerich Michael, Deutz André (CR41) 2018; 17 CR6 CR5 CR7 Mashwani, Salhi (CR67) 2012; 12 CR130 Gu, Cheung (CR50) 2018; 22 Kumar, Katoch, Chauhan (CR66) 2021; 80 Yue, Liang, Qu, Han, Zhu, Crisalle (CR128) 2020; 167 CR127 Mishra, Singh, Afzalpulkar, Srivastava, Singh, Bhatnagar (CR83) 2016 Yang, Chen, Wang, Zhang, Bibbo (CR125) 2020 CR84 CR122 Janga Reddy, Nagesh Kumar (CR61) 2020; 3 CR120 CR81 Venkateswarlu, Tsuzuki, Abdel Rahman (CR117) 2021 Ma, Zhang, Tian, Yang, Zhu (CR76) 2018; 22 Yannibelli, Pacini, Monge, Mateos, Rodríguez (CR126) 2020; 2020 Arias-Montano, Coello, Mezura-Montes (CR10) 2012; 16 Nuhanović, Hivziefendić, Hadžimehmedović (CR88) 2013; 64 Wali Khan, Jan, Sulaiman, Khanum, Salhi, Algarni (CR119) 2016; 7 CR19 CR14 Brockhoff, Trautmann, Wagner (CR18) 2015; 23 Dhiman, Chahar (CR36) 2018; 150 Diaz-Manríquez, Ríos-Alvarado, Barrón-Zambrano, Guerrero-Melendez, Elizondo-Leal (CR38) 2018; 6 Mashwani (CR80) 2011; 8 Deb, Pratap, Agarwal, Meyarivan (CR31) 2002; 6 CR94 Zhou, Xiang, Chen, He, Wang (CR133) 2019; 49 CR93 CR92 Premkumar, Jangir, Sowmya, Alhelou, Heidari, Chen (CR98) 2021; 9 Moshref, Al-Sayyed, Al Sharaeh (CR85) 2020; 98 Bader, Zitzler (CR13) 2011; 19 Pham, Siarry, Oulhadj (CR97) 2019; 61 Deb (CR32) 2001 Ogundoyin, Kamil (CR89) 2021; 66 CR27 CR22 CR104 CR105 Karagoz, Yazici, Dokeroglu, Cosar (CR65) 2020; 8 Handl, Kell, Knowles (CR52) 2007; 4 CR108 V Kumar (9778_CR66) 2021; 80 9778_CR130 C Venkateswarlu (9778_CR117) 2021 MK Das (9778_CR48) 2008; 83 9778_CR49 9778_CR45 S Jain (9778_CR60) 2021; 112 9778_CR42 K Li (9778_CR73) 2015; 19 Y Qi (9778_CR99) 2014; 22 9778_CR43 9778_CR127 K Deb (9778_CR32) 2001 X Ma (9778_CR76) 2018; 22 9778_CR122 JD Knowles (9778_CR68) 2000; 8 MH Marghny (9778_CR79) 2022; 61 9778_CR120 A Diaz-Manríquez (9778_CR38) 2018; 6 I Saha (9778_CR106) 2011; 106 K Taha (9778_CR114) 2020; 8 WKG Assunção (9778_CR11) 2014; 267 SH Hosseini (9778_CR53) 2021; 12 9778_CR39 M Abdel-Basset (9778_CR2) 2021; 9 N Beume (9778_CR15) 2007; 181 9778_CR35 9778_CR34 C García-Martínez (9778_CR46) 2007; 180 K Li (9778_CR74) 2015; 19 M Wali Khan (9778_CR119) 2016; 7 9778_CR118 9778_CR113 TX Pham (9778_CR97) 2019; 61 9778_CR111 H Jain (9778_CR59) 2014; 18 SO Ogundoyin (9778_CR89) 2021; 66 M Omran Sherin (9778_CR91) 2020 T Service (9778_CR112) 2010; 110 Q Xu (9778_CR123) 2020; 8 9778_CR27 H Li (9778_CR132) 2007; 11 Y Zhou (9778_CR133) 2019; 49 Z Wang (9778_CR121) 2021; 22 N Saxena (9778_CR109) 2017; 47 9778_CR3 9778_CR6 9778_CR22 G Dhiman (9778_CR37) 2019; 49 9778_CR5 S Janson (9778_CR62) 2008; 8 M Abd Elaziz (9778_CR1) 2021 M Gheitasi (9778_CR47) 2021; 9 DE Kvasov (9778_CR71) 2018; 318 S Chand (9778_CR20) 2015; 20 9778_CR7 A Avder (9778_CR12) 2019; 7 C Yue (9778_CR128) 2020; 167 K Rajani (9778_CR102) 2020; 167 M Janga Reddy (9778_CR61) 2020; 3 J Tang (9778_CR115) 2021; 8 9778_CR19 V Bhaskar (9778_CR16) 2000; 16 9778_CR14 M Moshref (9778_CR85) 2020; 98 9778_CR93 9778_CR92 9778_CR94 J Bader (9778_CR13) 2011; 19 CCA Coello (9778_CR25) 2018 JL Olmo (9778_CR90) 2012; 16 9778_CR135 9778_CR134 9778_CR131 A Nuhanović (9778_CR88) 2013; 64 S Jiang (9778_CR63) 2018; 22 O Schutze (9778_CR110) 2012; 16 C Dai (9778_CR29) 2020 CCA Coello (9778_CR24) 2011 V Yannibelli (9778_CR126) 2020; 2020 Z Chen (9778_CR21) 2018; 41 K Deb (9778_CR31) 2002; 6 D Brockhoff (9778_CR17) 2015; 23 9778_CR81 9778_CR84 GP Rangaiah (9778_CR103) 2020; 8 GN Karagoz (9778_CR65) 2020; 8 J-H Cho (9778_CR23) 2017; 19 F Gu (9778_CR50) 2018; 22 M Premkumar (9778_CR98) 2021; 9 A Arias-Montano (9778_CR10) 2012; 16 W Huang (9778_CR54) 2019; 1288 O Agushaka Jeffrey (9778_CR4) 2022; 12 A Faramarzi (9778_CR44) 2020; 152 WK Mashwani (9778_CR80) 2011; 8 9778_CR75 9778_CR77 C Zhang (9778_CR129) 2018; 22 9778_CR70 W Qiu (9778_CR100) 2021; 60 9778_CR72 A Mukhopadhyay (9778_CR87) 2014; 18 CAC Coello (9778_CR26) 1999; 3 G Dhiman (9778_CR36) 2018; 150 A Dabba (9778_CR28) 2020; 58 L Santana-Quintero (9778_CR107) 2010 JL Pereira (9778_CR96) 2021; 29 WK Mashwani (9778_CR67) 2012; 12 9778_CR64 SM Mirjalili (9778_CR82) 2017; 56 9778_CR108 D Angus (9778_CR8) 2009; 3 9778_CR104 T Emmerich Michael (9778_CR41) 2018; 17 9778_CR105 MM Rahman (9778_CR101) 2021; 74 V Mishra (9778_CR83) 2016 W Yang (9778_CR125) 2020 K Deb (9778_CR30) 2004; 27 A Trivedi (9778_CR116) 2017; 21 A Mukhopadhyay (9778_CR86) 2014; 18 LM Antonio (9778_CR9) 2018; 22 Z Eckart (9778_CR40) 1999; 3 9778_CR57 9778_CR56 D Brockhoff (9778_CR18) 2015; 23 S Peitz (9778_CR95) 2018 H Jain (9778_CR58) 2013 9778_CR55 D Kumar (9778_CR69) 2019; 34 9778_CR51 K Deb (9778_CR33) 2014; 18 J Maltese (9778_CR78) 2018; 22 J Handl (9778_CR52) 2007; 4 X Yan (9778_CR124) 2011; 15
References_xml	– ident: CR45 – ident: CR22 – volume: 8 start-page: 374 issue: 3 year: 2011 end-page: 392 ident: CR80 article-title: Hybrid multiobjective evolutionary algorithms: a survey of the state-of-the-art publication-title: Int J Comput Sci Issue – volume: 49 start-page: 2073 issue: 6 year: 2019 end-page: 2084 ident: CR133 article-title: A scalar projection and angle-based evolutionary algorithm for many-objective optimization problems publication-title: IEEE Trans Cybern – volume: 8 start-page: 1627 issue: 10 year: 2021 end-page: 1643 ident: CR115 article-title: A review on representative swarm intelligence algorithms for solving optimization problems: applications and trends publication-title: IEEE/CAA J Autom Sin – ident: CR39 – volume: 6 start-page: 21552 year: 2018 end-page: 21559 ident: CR38 article-title: An automatic document classifier system based on genetic algorithm and taxonomy publication-title: IEEE Access – ident: CR51 – volume: 22 start-page: 5491 issue: 16 year: 2018 end-page: 5512 ident: CR9 article-title: Evolutionary many-objective optimization based on linear assignment problem transformations publication-title: Soft Comput – volume: 22 start-page: 211 issue: 2 year: 2018 end-page: 225 ident: CR50 article-title: Self-organizing map-based weight design for decomposition-based many-objective evolutionary algorithm publication-title: IEEE Trans Evol Comput – ident: CR135 – volume: 8 start-page: 149 year: 2000 end-page: 172 ident: CR68 article-title: Approximating the nondominated front using the Pareto archived evolution strategy publication-title: Evol Comput – year: 2001 ident: CR32 publication-title: Multiobjective optimization using evolutionary algorithms – volume: 22 start-page: 296 issue: 2 year: 2018 end-page: 313 ident: CR63 article-title: Scalarizing functions in decomposition-based multiobjective evolutionary algorithms publication-title: IEEE Trans Evol Comput – ident: CR77 – volume: 22 start-page: 79 issue: 1 year: 2018 end-page: 96 ident: CR78 article-title: A scalability study of many-objective optimization algorithms publication-title: IEEE Trans Evol Comput – year: 2018 ident: CR95 article-title: A survey of recent trends in multiobjective optimal control—surrogate models, feedback control and objective reduction publication-title: Math Comput Appl doi: 10.20944/preprints201805.0221.v1 – ident: CR42 – start-page: 67 year: 2020 end-page: 74 ident: CR29 article-title: A decomposition-based evolutionary algorithm with adaptive weight adjustment for vehicle crashworthiness problem publication-title: Advances in intelligent information hiding and multimedia signal processing – volume: 27 start-page: 480 issue: 3 year: 2004 end-page: 492 ident: CR30 article-title: Multiobjective placement of electronic components using evolutionary algorithms publication-title: IEEE Trans Compon Packag Technol – volume: 18 start-page: 20 issue: 1 year: 2014 end-page: 35 ident: CR86 article-title: Survey of multiobjective evolutionary algorithms for data mining: Part II publication-title: IEEE Trans Evol Comput – ident: CR19 – volume: 167 start-page: 2132 year: 2020 end-page: 2139 ident: CR102 article-title: Impact of controlling parameters on the performance of MOPSO algorithm publication-title: Procedia Comput Sci – volume: 3 start-page: 257 issue: 4 year: 1999 end-page: 271 ident: CR26 article-title: Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach publication-title: IEEE Trans Evol Comput – ident: CR92 – volume: 41 start-page: 167 year: 2018 end-page: 189 ident: CR21 article-title: A historical solutions based evolution operator for decomposition-based many-objective optimization publication-title: Swarm Evol Comput – volume: 22 start-page: 3997 issue: 12 year: 2018 end-page: 4012 ident: CR129 article-title: Adjust weight vectors in MOEA/D for bi-objective optimization problems with discontinuous Pareto fronts publication-title: Soft Comput – volume: 4 start-page: 279 issue: 2 year: 2007 end-page: 292 ident: CR52 article-title: Multiobjective optimization in bioinformatics and computational biology publication-title: IEEE/ACM Trans Comput Biol Bioinform – ident: CR57 – volume: 74 start-page: 103214 year: 2021 ident: CR101 article-title: Multi-objective urban land use optimization using spatial data: a systematic review publication-title: Sustain Cities Soc – volume: 16 start-page: 2143 issue: 12 year: 2012 end-page: 2163 ident: CR90 article-title: Classification rule mining using ant programming guided by grammar with multiple Pareto fronts publication-title: Soft Comput – ident: CR5 – volume: 2020 start-page: 4653204:1 year: 2020 end-page: 4653204:17 ident: CR126 article-title: A comparative analysis of NSGA-II and NSGA-III for autoscaling parameter sweep experiments in the cloud publication-title: Sci Program – volume: 49 start-page: 2434 issue: 7 year: 2019 end-page: 2460 ident: CR37 article-title: KnRVEA: a hybrid evolutionary algorithm based on knee points and reference vector adaptation strategies for many-objective optimization publication-title: Appl Intell – volume: 19 start-page: 1867 year: 2017 end-page: 1901 ident: CR23 article-title: A survey on modeling and optimizing multi-objective systems publication-title: IEEE Commun Surv Tutor – volume: 7 start-page: 583 issue: 2 year: 2016 end-page: 593 ident: CR119 article-title: Evolutionary algorithms based on decomposition and indicator functions: state-of-the-art survey publication-title: Int J Adv Comput Sci Appl – volume: 16 start-page: 662 issue: 5 year: 2012 end-page: 694 ident: CR10 article-title: Multiobjective evolutionary algorithms in aeronautical and aerospace engineering publication-title: IEEE Trans Evol Comput – ident: CR72 – volume: 56 start-page: 9444 issue: 34 year: 2017 end-page: 9451 ident: CR82 article-title: Multi-objective versus single-objective optimization frameworks for designing photonic crystal filters publication-title: Appl Opt – volume: 18 start-page: 577 issue: 4 year: 2014 end-page: 601 ident: CR33 article-title: An evolutionary many-objective optimization algorithm using reference-point-based nondominated sorting approach, Part I: solving problems with Box constraints publication-title: IEEE Trans Evol Comput – volume: 22 start-page: 231 issue: 2 year: 2014 end-page: 264 ident: CR99 article-title: MOEA/D with adaptive weight adjustment publication-title: Evol Comput – volume: 8 start-page: 80855 year: 2020 end-page: 80878 ident: CR114 article-title: Methods that optimize multi-objective problems: a survey and experimental evaluation publication-title: IEEE Access – ident: CR6 – volume: 22 start-page: 01 year: 2021 ident: CR121 article-title: Credit portfolio optimization: a multi-objective genetic algorithm approach publication-title: Borsa Istanb Rev – volume: 9 start-page: 42817 year: 2021 end-page: 42844 ident: CR2 article-title: An efficient marine predators algorithm for solving multi-objective optimization problems: analysis and validations publication-title: IEEE Access – ident: CR27 – start-page: 1 year: 2018 end-page: 28 ident: CR25 publication-title: Multi-objective optimization – ident: CR108 – ident: CR94 – volume: 15 start-page: 2948 year: 2011 end-page: 2954 ident: CR124 article-title: Electronic circuit automatic design based on genetic algorithms publication-title: Procedia Eng – volume: 11 start-page: 712 issue: 6 year: 2007 end-page: 731 ident: CR132 article-title: MOEA/D: a multiobjective evolutionary algorithm based on decomposition publication-title: IEEE Trans Evol Comput – volume: 64 start-page: 265 issue: 5 year: 2013 end-page: 271 ident: CR88 article-title: Distribution network reconfiguration considering power losses and outages costs using genetic algorithm publication-title: J Electr Eng – volume: 23 start-page: 369 issue: 3 year: 2015 end-page: 95 ident: CR18 article-title: R2 indicator-based multiobjective search publication-title: Evol Comput – ident: CR3 – volume: 66 start-page: 100937 year: 2021 ident: CR89 article-title: Optimization techniques and applications in fog computing: an exhaustive survey publication-title: Swarm Evol Comput – ident: CR134 – volume: 19 start-page: 45 issue: 1 year: 2011 end-page: 76 ident: CR13 article-title: HypE: an algorithm for fast hypervolume-based many-objective optimization publication-title: Evol Comput – volume: 8 start-page: 163937 year: 2020 end-page: 163952 ident: CR65 article-title: Analysis of multiobjective algorithms for the classification of multi-label video datasets publication-title: IEEE Access – volume: 167 start-page: 107292 issue: C year: 2020 ident: CR128 article-title: A novel multiobjective optimization algorithm for sparse signal reconstruction publication-title: Signal Process – volume: 60 start-page: 100776 year: 2021 ident: CR100 article-title: Evolutionary many-objective algorithm based on fractional dominance relation and improved objective space decomposition strategy publication-title: Swarm Evol Comput – volume: 110 start-page: 917 year: 2010 end-page: 923 ident: CR112 article-title: A no free lunch theorem for multi-objective optimization publication-title: Inf Process Lett – ident: CR55 – volume: 318 start-page: 245 issue: C year: 2018 end-page: 259 ident: CR71 article-title: Metaheuristic vs. deterministic global optimization algorithms publication-title: Appl Math Comput – volume: 80 start-page: 8091 year: 2021 end-page: 8126 ident: CR66 article-title: A review on genetic algorithm: past, present, and future publication-title: Multimed Tools Appl – ident: CR120 – ident: CR70 – volume: 7 start-page: 83 issue: 2 year: 2019 end-page: 87 ident: CR12 article-title: Multi-objective design optimization of the robot grippers with SPEA2 publication-title: Int J Intell Syst Appl Eng – ident: CR49 – volume: 98 start-page: 07 year: 2020 ident: CR85 article-title: Multi-objective optimization algorithms for wireless sensor networks: a comprehensive survey publication-title: J Theor Appl Inf Technol – ident: CR93 – ident: CR131 – volume: 16 start-page: 504 issue: 4 year: 2012 end-page: 522 ident: CR110 article-title: Using the averaged Hausdorff distance as a performance measure in evolutionary multiobjective optimization publication-title: IEEE Trans Evol Comput – volume: 19 start-page: 694 issue: 5 year: 2015 end-page: 716 ident: CR74 article-title: An evolutionary many-objective optimization algorithm based on dominance and decomposition publication-title: IEEE Trans Evol Comput – ident: CR35 – volume: 150 start-page: 03 year: 2018 ident: CR36 article-title: Multi-objective spotted hyena optimizer: a multi-objective optimization algorithm for engineering problems publication-title: Knowl Based Syst – ident: CR111 – volume: 9 start-page: 3229 year: 2021 end-page: 3248 ident: CR98 article-title: MOSMA: multi-objective slime mould algorithm based on elitist non-dominated sorting publication-title: IEEE Access – volume: 267 start-page: 119 year: 2014 end-page: 139 ident: CR11 article-title: A multi-objective optimization approach for the integration and test order problem publication-title: Inf Sci – volume: 152 start-page: 113377 year: 2020 ident: CR44 article-title: Marine predators algorithm: a nature-inspired metaheuristic publication-title: Expert Syst Appl – volume: 83 start-page: 231 year: 2008 end-page: 252 ident: CR48 article-title: Non-dominated rank based sorting genetic algorithms publication-title: Fundam inform – year: 2020 ident: CR125 article-title: Multi/many-objective particle swarm optimization algorithm based on competition mechanism publication-title: Intell Neurosci doi: 10.1155/2020/5132803 – ident: CR84 – volume: 29 start-page: 2285 year: 2021 end-page: 2308 ident: CR96 article-title: A review of multi-objective optimization: methods and algorithms in mechanical engineering problems publication-title: Arch Comput Methods Eng – volume: 18 start-page: 4 issue: 1 year: 2014 end-page: 19 ident: CR87 article-title: A survey of multiobjective evolutionary algorithms for data mining: Part I publication-title: IEEE Trans Evol Comput – volume: 180 start-page: 116 year: 2007 end-page: 148 ident: CR46 article-title: A taxonomy and an empirical analysis of multiple objective ant colony optimization algorithms for the bi-criteria TSP publication-title: Eur J Oper Res – volume: 22 start-page: 226 issue: 2 year: 2018 end-page: 244 ident: CR76 article-title: On Tchebycheff decomposition approaches for multiobjective evolutionary optimization publication-title: IEEE Trans Evol Comput – volume: 17 start-page: 585 issue: 3 year: 2018 end-page: 609 ident: CR41 article-title: A tutorial on multiobjective optimization: fundamentals and evolutionary methods publication-title: Nat Comput Int J – ident: CR75 – volume: 3 start-page: 257 issue: 4 year: 1999 end-page: 271 ident: CR40 article-title: Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach publication-title: IEEE Trans Evol Comput – ident: CR81 – volume: 9 start-page: 203 issue: 3 year: 2021 end-page: 215 ident: CR47 article-title: Multi-objective optimization of water distribution system: a hybrid evolutionary algorithm publication-title: J Appl Water Eng Res – start-page: 3 year: 2011 end-page: 12 ident: CR24 article-title: An introduction to multi-objective particle swarm optimizers publication-title: Soft computing in industrial applications – ident: CR64 – volume: 61 start-page: 41 year: 2019 end-page: 65 ident: CR97 article-title: A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods publication-title: Magn Reson Imaging – ident: CR105 – ident: CR122 – volume: 23 start-page: 369 issue: 3 year: 2015 end-page: 395 ident: CR17 article-title: R2 indicator based multiobjective search publication-title: Evol Comput – volume: 112 start-page: 107772 year: 2021 ident: CR60 article-title: A multi-objective algorithm for crop pattern optimization in agriculture publication-title: Appl Soft Comput – volume: 106 start-page: 45 issue: 1 year: 2011 end-page: 73 ident: CR106 article-title: Unsupervised and supervised learning approaches together for microarray analysis publication-title: Fundam Inform – volume: 181 start-page: 1653 issue: 3 year: 2007 end-page: 1669 ident: CR15 article-title: SMS-EMOA: multiobjective selection based on dominated hypervolume publication-title: Eur J Oper Res – ident: CR43 – volume: 61 start-page: 6991 issue: 9 year: 2022 end-page: 7005 ident: CR79 article-title: A hybrid multi-objective optimization algorithm for software requirement problem publication-title: Alex Eng J – start-page: 82 year: 2020 end-page: 93 ident: CR91 article-title: Decomposition based multi-objectives evolutionary algorithms challenges and circumvention publication-title: Intelligent computing – volume: 8 start-page: 41588 year: 2020 end-page: 41614 ident: CR123 article-title: A survey of multiobjective evolutionary algorithms based on decomposition: variants, challenges and future directions publication-title: IEEE Access – volume: 21 start-page: 440 issue: 3 year: 2017 end-page: 462 ident: CR116 article-title: A survey of multiobjective evolutionary algorithms based on decomposition publication-title: IEEE Trans Evol Comput – volume: 58 start-page: 38 issue: 1 year: 2020 end-page: 59 ident: CR28 article-title: Multiobjective artificial fish swarm algorithm for multiple sequence alignment publication-title: Inf Syst Oper Res – volume: 8 start-page: 666 issue: 1 year: 2008 end-page: 675 ident: CR62 article-title: Molecular docking with multi-objective particle swarm optimization publication-title: Appl Soft Comput – ident: CR14 – volume: 12 start-page: 2765 issue: 9 year: 2012 end-page: 2780 ident: CR67 article-title: A decomposition-based hybrid multiobjective evolutionary algorithm with dynamic resource allocation publication-title: Appl Soft Comput – volume: 12 start-page: 896 issue: 2 year: 2022 ident: CR4 article-title: Initialisation approaches for population-based metaheuristic algorithms: a comprehensive review publication-title: Appl Sci – start-page: 29 year: 2010 end-page: 59 ident: CR107 article-title: A review of techniques for handling expensive functions in evolutionary multi-objective optimization publication-title: Computational intelligence in expensive optimization problems: adaptation learning and optimization – volume: 8 start-page: 508 issue: 5 year: 2020 ident: CR103 article-title: Multi-objective optimization applications in chemical process engineering: tutorial and review publication-title: Processes – start-page: 307 year: 2013 end-page: 321 ident: CR58 article-title: An improved adaptive approach for elitist nondominated sorting genetic algorithm for many-objective optimization publication-title: Evolutionary multi-criterion optimization – ident: CR113 – year: 2021 ident: CR117 article-title: Chapter 18: a metaheuristic Tabu search optimization algorithm: applications to chemical and environmental processes publication-title: Engineering problems—uncertainties, constraints and optimization techniques – ident: CR56 – year: 2021 ident: CR1 article-title: IoT workflow scheduling using intelligent arithmetic optimization algorithm in fog computing publication-title: Comput Intell Neurosci doi: 10.1155/2021/9114113 – ident: CR104 – volume: 3 start-page: 69 year: 2009 end-page: 85 ident: CR8 article-title: Multiple objective ant colony optimisation publication-title: Swarm Intell – ident: CR127 – volume: 47 start-page: 362 issue: 2 year: 2017 end-page: 381 ident: CR109 article-title: Improved multi-objective particle swarm optimization algorithm for optimizing watermark strength in color image watermarking publication-title: Appl Intell – volume: 20 start-page: 35 issue: 2 year: 2015 end-page: 42 ident: CR20 article-title: Evolutionary many-objective optimization: a quick-start guide publication-title: Surv Oper Res Manag Sci – start-page: 325 year: 2016 end-page: 337 ident: CR83 article-title: Vector evaluated genetic algorithm-based distributed query plan generation in distributed database publication-title: Proceedings of the international conference on recent cognizance in wireless communication and image processing – volume: 6 start-page: 182 issue: 2 year: 2002 end-page: 197 ident: CR31 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans Evol Comput – ident: CR130 – volume: 3 start-page: 135 year: 2020 end-page: 188 ident: CR61 article-title: Evolutionary algorithms, swarm intelligence methods, and their applications in water resources engineering: a state-of-the-art review publication-title: H2Open J – ident: CR118 – volume: 18 start-page: 602 issue: 4 year: 2014 end-page: 622 ident: CR59 article-title: An evolutionary many-objective optimization algorithm using reference-point based nondominated sorting approach, Part II: handling constraints and extending to an adaptive approach publication-title: IEEE Trans Evol Comput – volume: 34 start-page: 1950193 issue: 24 year: 2019 ident: CR69 article-title: Automatic clustering using quantum-based multi-objective emperor penguin optimizer and its applications to image segmentation publication-title: Mod Phys Lett A – volume: 19 start-page: 694 issue: 5 year: 2015 end-page: 716 ident: CR73 article-title: An evolutionary many-objective optimization algorithm based on dominance and decomposition publication-title: Trans Evol Comput – ident: CR34 – volume: 1288 start-page: 012057 year: 2019 ident: CR54 article-title: Survey on multi-objective evolutionary algorithms publication-title: J Phys Conf Ser – ident: CR7 – volume: 16 start-page: 1 issue: 1 year: 2000 end-page: 54 ident: CR16 article-title: Applications of multiobjective optimization in chemical engineering publication-title: Rev Chem Eng – volume: 12 start-page: 343 issue: Special Issue year: 2021 end-page: 360 ident: CR53 article-title: Resource allocation optimization in cloud computing using the whale optimization algorithm publication-title: Int J Nonlinear Anal Appl – volume: 18 start-page: 577 issue: 4 year: 2014 ident: 9778_CR33 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2013.2281535 – year: 2018 ident: 9778_CR95 publication-title: Math Comput Appl doi: 10.20944/preprints201805.0221.v1 – volume: 9 start-page: 203 issue: 3 year: 2021 ident: 9778_CR47 publication-title: J Appl Water Eng Res doi: 10.1080/23249676.2021.1884613 – volume: 318 start-page: 245 issue: C year: 2018 ident: 9778_CR71 publication-title: Appl Math Comput – ident: 9778_CR70 doi: 10.1109/TENCON.2017.8228329 – start-page: 3 volume-title: Soft computing in industrial applications year: 2011 ident: 9778_CR24 doi: 10.1007/978-3-642-20505-7_1 – start-page: 67 volume-title: Advances in intelligent information hiding and multimedia signal processing year: 2020 ident: 9778_CR29 doi: 10.1007/978-981-13-9710-3_7 – volume: 64 start-page: 265 issue: 5 year: 2013 ident: 9778_CR88 publication-title: J Electr Eng – volume: 11 start-page: 712 issue: 6 year: 2007 ident: 9778_CR132 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2007.892759 – volume: 4 start-page: 279 issue: 2 year: 2007 ident: 9778_CR52 publication-title: IEEE/ACM Trans Comput Biol Bioinform doi: 10.1109/TCBB.2007.070203 – ident: 9778_CR94 doi: 10.1145/3321707.3321839 – start-page: 82 volume-title: Intelligent computing year: 2020 ident: 9778_CR91 doi: 10.1007/978-3-030-52246-9_6 – ident: 9778_CR51 doi: 10.1109/CIS.2015.78 – ident: 9778_CR113 doi: 10.1109/ICNC.2011.6022367 – volume: 167 start-page: 107292 issue: C year: 2020 ident: 9778_CR128 publication-title: Signal Process doi: 10.1016/j.sigpro.2019.107292 – volume: 49 start-page: 2434 issue: 7 year: 2019 ident: 9778_CR37 publication-title: Appl Intell doi: 10.1007/s10489-018-1365-1 – volume: 19 start-page: 694 issue: 5 year: 2015 ident: 9778_CR74 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2014.2373386 – volume: 22 start-page: 3997 issue: 12 year: 2018 ident: 9778_CR129 publication-title: Soft Comput doi: 10.1007/s00500-017-2609-4 – volume: 56 start-page: 9444 issue: 34 year: 2017 ident: 9778_CR82 publication-title: Appl Opt doi: 10.1364/AO.56.009444 – volume: 22 start-page: 5491 issue: 16 year: 2018 ident: 9778_CR9 publication-title: Soft Comput doi: 10.1007/s00500-018-3164-3 – volume: 83 start-page: 231 year: 2008 ident: 9778_CR48 publication-title: Fundam inform – volume-title: Multiobjective optimization using evolutionary algorithms year: 2001 ident: 9778_CR32 – volume: 17 start-page: 585 issue: 3 year: 2018 ident: 9778_CR41 publication-title: Nat Comput Int J doi: 10.1007/s11047-018-9685-y – ident: 9778_CR39 doi: 10.1007/978-3-540-30217-9_84 – ident: 9778_CR45 – volume: 29 start-page: 2285 year: 2021 ident: 9778_CR96 publication-title: Arch Comput Methods Eng doi: 10.1007/s11831-021-09663-x – volume: 106 start-page: 45 issue: 1 year: 2011 ident: 9778_CR106 publication-title: Fundam Inform doi: 10.3233/FI-2011-376 – volume: 47 start-page: 362 issue: 2 year: 2017 ident: 9778_CR109 publication-title: Appl Intell doi: 10.1007/s10489-016-0889-5 – volume: 3 start-page: 69 year: 2009 ident: 9778_CR8 publication-title: Swarm Intell doi: 10.1007/s11721-008-0022-4 – volume: 74 start-page: 103214 year: 2021 ident: 9778_CR101 publication-title: Sustain Cities Soc doi: 10.1016/j.scs.2021.103214 – volume: 23 start-page: 369 issue: 3 year: 2015 ident: 9778_CR18 publication-title: Evol Comput doi: 10.1162/EVCO_a_00135 – volume: 20 start-page: 35 issue: 2 year: 2015 ident: 9778_CR20 publication-title: Surv Oper Res Manag Sci – volume: 19 start-page: 694 issue: 5 year: 2015 ident: 9778_CR73 publication-title: Trans Evol Comput doi: 10.1109/TEVC.2014.2373386 – ident: 9778_CR77 doi: 10.4018/978-1-5225-3035-0.CH014 – volume: 16 start-page: 662 issue: 5 year: 2012 ident: 9778_CR10 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2011.2169968 – ident: 9778_CR34 – ident: 9778_CR108 doi: 10.1007/978-3-319-05170-3_31 – volume: 8 start-page: 666 issue: 1 year: 2008 ident: 9778_CR62 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2007.05.005 – volume: 16 start-page: 504 issue: 4 year: 2012 ident: 9778_CR110 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2011.2161872 – ident: 9778_CR57 doi: 10.1145/1830483.1830578 – volume: 80 start-page: 8091 year: 2021 ident: 9778_CR66 publication-title: Multimed Tools Appl doi: 10.1007/s11042-020-10139-6 – volume: 6 start-page: 21552 year: 2018 ident: 9778_CR38 publication-title: IEEE Access doi: 10.1109/ACCESS.2018.2815992 – volume: 61 start-page: 41 year: 2019 ident: 9778_CR97 publication-title: Magn Reson Imaging doi: 10.1016/j.mri.2019.05.009 – volume: 22 start-page: 211 issue: 2 year: 2018 ident: 9778_CR50 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2017.2695579 – ident: 9778_CR5 – volume: 180 start-page: 116 year: 2007 ident: 9778_CR46 publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2006.03.041 – volume: 22 start-page: 01 year: 2021 ident: 9778_CR121 publication-title: Borsa Istanb Rev doi: 10.1016/j.bir.2021.02.005 – volume: 3 start-page: 257 issue: 4 year: 1999 ident: 9778_CR26 publication-title: IEEE Trans Evol Comput doi: 10.1109/4235.797969 – ident: 9778_CR131 doi: 10.1109/CEC.2010.5586185 – volume: 15 start-page: 2948 year: 2011 ident: 9778_CR124 publication-title: Procedia Eng doi: 10.1016/j.proeng.2011.08.555 – volume: 7 start-page: 83 issue: 2 year: 2019 ident: 9778_CR12 publication-title: Int J Intell Syst Appl Eng doi: 10.18201/ijisae.2019252785 – volume: 12 start-page: 2765 issue: 9 year: 2012 ident: 9778_CR67 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2012.03.067 – volume: 60 start-page: 100776 year: 2021 ident: 9778_CR100 publication-title: Swarm Evol Comput doi: 10.1016/j.swevo.2020.100776 – ident: 9778_CR111 doi: 10.1007/978-3-030-63773-6_3 – volume: 98 start-page: 07 year: 2020 ident: 9778_CR85 publication-title: J Theor Appl Inf Technol – volume: 66 start-page: 100937 year: 2021 ident: 9778_CR89 publication-title: Swarm Evol Comput doi: 10.1016/j.swevo.2021.100937 – volume: 23 start-page: 369 issue: 3 year: 2015 ident: 9778_CR17 publication-title: Evol Comput doi: 10.1162/EVCO_a_00135 – volume: 18 start-page: 4 issue: 1 year: 2014 ident: 9778_CR87 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2013.2290086 – volume: 21 start-page: 440 issue: 3 year: 2017 ident: 9778_CR116 publication-title: IEEE Trans Evol Comput – volume: 22 start-page: 226 issue: 2 year: 2018 ident: 9778_CR76 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2017.2704118 – ident: 9778_CR7 doi: 10.1007/978-3-030-12767-1_4 – start-page: 1 volume-title: Multi-objective optimization year: 2018 ident: 9778_CR25 – ident: 9778_CR43 doi: 10.1145/3321707.3321718 – ident: 9778_CR81 doi: 10.1109/CEC.2017.7969533 – ident: 9778_CR130 doi: 10.1109/CSE-EUC.2017.27 – volume: 22 start-page: 296 issue: 2 year: 2018 ident: 9778_CR63 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2017.2707980 – volume: 61 start-page: 6991 issue: 9 year: 2022 ident: 9778_CR79 publication-title: Alex Eng J doi: 10.1016/j.aej.2021.12.043 – ident: 9778_CR84 doi: 10.2991/aisr.k.200424.068 – ident: 9778_CR22 doi: 10.1186/s41044-016-0003-3 – volume: 167 start-page: 2132 year: 2020 ident: 9778_CR102 publication-title: Procedia Comput Sci doi: 10.1016/j.procs.2020.03.261 – volume: 112 start-page: 107772 year: 2021 ident: 9778_CR60 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2021.107772 – ident: 9778_CR42 doi: 10.1145/3205455.3205463 – volume: 22 start-page: 231 issue: 2 year: 2014 ident: 9778_CR99 publication-title: Evol Comput doi: 10.1162/EVCO_a_00109 – volume: 110 start-page: 917 year: 2010 ident: 9778_CR112 publication-title: Inf Process Lett doi: 10.1016/j.ipl.2010.07.026 – ident: 9778_CR120 doi: 10.1109/WARTIA.2014.6976460 – ident: 9778_CR49 doi: 10.1109/UPEC.2012.6398417 – ident: 9778_CR55 doi: 10.1109/ICNC.2009.552 – ident: 9778_CR6 doi: 10.1007/978-981-16-8656-6_36 – volume: 58 start-page: 38 issue: 1 year: 2020 ident: 9778_CR28 publication-title: Inf Syst Oper Res – volume: 41 start-page: 167 year: 2018 ident: 9778_CR21 publication-title: Swarm Evol Comput doi: 10.1016/j.swevo.2018.02.008 – volume: 9 start-page: 3229 year: 2021 ident: 9778_CR98 publication-title: IEEE Access doi: 10.1109/ACCESS.2020.3047936 – volume: 8 start-page: 163937 year: 2020 ident: 9778_CR65 publication-title: IEEE Access doi: 10.1109/ACCESS.2020.3022317 – volume: 18 start-page: 20 issue: 1 year: 2014 ident: 9778_CR86 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2013.2290082 – volume: 12 start-page: 896 issue: 2 year: 2022 ident: 9778_CR4 publication-title: Appl Sci doi: 10.3390/app12020896 – ident: 9778_CR14 doi: 10.1007/978-3-642-32451-2_2 – ident: 9778_CR135 doi: 10.1007/978-3-030-19638-7_8 – volume-title: Engineering problems—uncertainties, constraints and optimization techniques year: 2021 ident: 9778_CR117 – volume: 19 start-page: 1867 year: 2017 ident: 9778_CR23 publication-title: IEEE Commun Surv Tutor doi: 10.1109/COMST.2017.2698366 – volume: 8 start-page: 508 issue: 5 year: 2020 ident: 9778_CR103 publication-title: Processes doi: 10.3390/pr8050508 – ident: 9778_CR122 doi: 10.1109/CITS.2019.8862046 – ident: 9778_CR75 doi: 10.1109/CEC.2011.5949650 – volume: 1288 start-page: 012057 year: 2019 ident: 9778_CR54 publication-title: J Phys Conf Ser doi: 10.1088/1742-6596/1288/1/012057 – volume: 2020 start-page: 4653204:1 year: 2020 ident: 9778_CR126 publication-title: Sci Program – volume: 27 start-page: 480 issue: 3 year: 2004 ident: 9778_CR30 publication-title: IEEE Trans Compon Packag Technol doi: 10.1109/TCAPT.2004.831775 – ident: 9778_CR35 doi: 10.33552/CTCSE.2019.02.000529 – year: 2020 ident: 9778_CR125 publication-title: Intell Neurosci doi: 10.1155/2020/5132803 – volume: 16 start-page: 1 issue: 1 year: 2000 ident: 9778_CR16 publication-title: Rev Chem Eng doi: 10.1515/REVCE.2000.16.1.1 – volume: 6 start-page: 182 issue: 2 year: 2002 ident: 9778_CR31 publication-title: IEEE Trans Evol Comput doi: 10.1109/4235.996017 – ident: 9778_CR134 – volume: 49 start-page: 2073 issue: 6 year: 2019 ident: 9778_CR133 publication-title: IEEE Trans Cybern doi: 10.1109/TCYB.2018.2819360 – volume: 3 start-page: 257 issue: 4 year: 1999 ident: 9778_CR40 publication-title: IEEE Trans Evol Comput doi: 10.1109/4235.797969 – volume: 9 start-page: 42817 year: 2021 ident: 9778_CR2 publication-title: IEEE Access doi: 10.1109/ACCESS.2021.3066323 – ident: 9778_CR104 doi: 10.1109/CEC.2011.5949757 – volume: 3 start-page: 135 year: 2020 ident: 9778_CR61 publication-title: H2Open J doi: 10.2166/h2oj.2020.128 – ident: 9778_CR105 doi: 10.1109/PCT.2007.4538641 – volume: 8 start-page: 1627 issue: 10 year: 2021 ident: 9778_CR115 publication-title: IEEE/CAA J Autom Sin doi: 10.1109/JAS.2021.1004129 – ident: 9778_CR27 – volume: 150 start-page: 03 year: 2018 ident: 9778_CR36 publication-title: Knowl Based Syst doi: 10.1016/j.knosys.2018.03.011 – volume: 267 start-page: 119 year: 2014 ident: 9778_CR11 publication-title: Inf Sci doi: 10.1016/j.ins.2013.12.040 – start-page: 325 volume-title: Proceedings of the international conference on recent cognizance in wireless communication and image processing year: 2016 ident: 9778_CR83 – volume: 16 start-page: 2143 issue: 12 year: 2012 ident: 9778_CR90 publication-title: Soft Comput doi: 10.1007/s00500-012-0883-8 – volume: 7 start-page: 583 issue: 2 year: 2016 ident: 9778_CR119 publication-title: Int J Adv Comput Sci Appl – volume: 19 start-page: 45 issue: 1 year: 2011 ident: 9778_CR13 publication-title: Evol Comput doi: 10.1162/EVCO_a_00009 – volume: 12 start-page: 343 issue: Special Issue year: 2021 ident: 9778_CR53 publication-title: Int J Nonlinear Anal Appl – volume: 18 start-page: 602 issue: 4 year: 2014 ident: 9778_CR59 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2013.2281534 – volume: 22 start-page: 79 issue: 1 year: 2018 ident: 9778_CR78 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2016.2639360 – start-page: 29 volume-title: Computational intelligence in expensive optimization problems: adaptation learning and optimization year: 2010 ident: 9778_CR107 doi: 10.1007/978-3-642-10701-6_2 – ident: 9778_CR127 doi: 10.1007/978-3-319-10762-2_66 – ident: 9778_CR19 doi: 10.1109/CEC.2010.5586523 – ident: 9778_CR56 doi: 10.1145/1830483.1830577 – volume: 181 start-page: 1653 issue: 3 year: 2007 ident: 9778_CR15 publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2006.08.008 – volume: 8 start-page: 41588 year: 2020 ident: 9778_CR123 publication-title: IEEE Access doi: 10.1109/ACCESS.2020.2973670 – volume: 34 start-page: 1950193 issue: 24 year: 2019 ident: 9778_CR69 publication-title: Mod Phys Lett A doi: 10.1142/S0217732319501931 – ident: 9778_CR64 – ident: 9778_CR3 doi: 10.1109/SoutheastCon42311.2019.9020457 – volume: 8 start-page: 374 issue: 3 year: 2011 ident: 9778_CR80 publication-title: Int J Comput Sci Issue – year: 2021 ident: 9778_CR1 publication-title: Comput Intell Neurosci doi: 10.1155/2021/9114113 – start-page: 307 volume-title: Evolutionary multi-criterion optimization year: 2013 ident: 9778_CR58 doi: 10.1007/978-3-642-37140-0_25 – ident: 9778_CR72 doi: 10.1109/CEC.2015.7256996 – ident: 9778_CR92 doi: 10.4018/978-1-7998-5788-4.ch013 – volume: 152 start-page: 113377 year: 2020 ident: 9778_CR44 publication-title: Expert Syst Appl doi: 10.1016/j.eswa.2020.113377 – ident: 9778_CR93 doi: 10.1109/ACCESS.2020.3022164 – volume: 8 start-page: 149 year: 2000 ident: 9778_CR68 publication-title: Evol Comput doi: 10.1162/106365600568167 – volume: 8 start-page: 80855 year: 2020 ident: 9778_CR114 publication-title: IEEE Access doi: 10.1109/ACCESS.2020.2989219 – ident: 9778_CR118 doi: 10.1109/SSCI.2018.8628819
SSID	ssj0054992
Score	2.6562843
SecondaryResourceType	review_article
Snippet	Realistic problems typically have many conflicting objectives. Therefore, it is instinctive to look at the engineering problems as multi-objective optimization...
SourceID	proquest crossref springer
SourceType	Aggregation Database Enrichment Source Index Database Publisher
StartPage	5605
SubjectTerms	Algorithms Engineering Mathematical and Computational Engineering Multiple objective analysis Optimization Review Article
Title	A Comprehensive Review on Multi-objective Optimization Techniques: Past, Present and Future
URI	https://link.springer.com/article/10.1007/s11831-022-09778-9 https://www.proquest.com/docview/2734643092
Volume	29
WOSCitedRecordID	wos000820566900001&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: PRVAVX databaseName: SpringerLINK Contemporary 1997-Present customDbUrl: eissn: 1886-1784 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0054992 issn: 1134-3060 databaseCode: RSV dateStart: 19970101 isFulltext: true titleUrlDefault: https://link.springer.com/search?facet-content-type=%22Journal%22 providerName: Springer Nature
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3PS8MwFA46PejB6VScTsnBmwu0SdM23oY4PM2hQwYeStomqGgna_Xv9yVNnYoKCr2lDeHl_ezL9wWh41BmGZMyIjCsiaE0J0IFmmSQe3uepnnItb1sIhqN4ulUjB0orGxOuzctSeupF2A30D4ofaF48iBpATNdRisQ7mJjjlfXN43_NQWP7XH6zPzzDz0Hlfl-js_haJFjfmmL2mgzbP9vnZtow2WXeFCrwxZaUkUHtV2miZ0dlx20_oGGcBvdDrBxC3N1V59mx3XDAM8KbPG5ZJY-1H4RX4KHeXLQTTxp-F_LUzyWZdXH4xrMhGWR46FlK9lBk-H55OyCuEsXSAbWWBGtmK-18GWgYxpBdSdUxHPOojzwaQrxXsRSK6l9pQSUtyHLIUPSqc49RlWs2C5qFbNC7SHMWKB9HTB4eJBSmaYhl1QynnlcKU67yG9En2SOkNzci_GYLKiUjSgTEGViRZmILjp5_-a5puP49e1es6OJM80yMXw-kIZ5AhbQb3ZwMfzzbPt_e_0ArVGjBBa32EOtav6iDtFq9lrdl_Mjq7JvAtvk3g
linkProvider	Springer Nature
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3dS8MwED90CuqD06k4nZoH31yhbfqx-jbEMXHOoUUGPpS0TVDRTtbp3-8lTa2KCgp9SxvC5T5-18v9AnDosSShjPkGDgtDUpobAXeEkSD2Nk1hp54r1GUT_nDYGY-DkW4Ky8vT7mVJUnnqqtkNtQ9TX0yeTAQtaKbzsOBgxJIH-a6ub0r_KxMeVeO0qPzn75m6Veb7OT6HowpjfimLqmjTq_9vnWuwqtEl6RbqsA5zPGtAXSNNou04b8DKBxrCDbjtEukWpvyuOM1OioIBmWRE9ecak_ih8IvkEj3Mk27dJGHJ_5ofkxHLZ20yKpqZCMtS0lNsJZsQ9k7Dk76hL10wErTGmSE4tYQILOaIju1jdhdw301d6qeOZccY74MOE5wJi_MA01uPpoiQRCxSk9q8w-kW1LJJxreBUOoISzgUH9eJbRbHnstsRt3EdDl37SZYpeijRBOSy3sxHqOKSlmKMkJRRkqUUdCEo_dvngs6jl_fbpU7GmnTzCPJ54MwzAxwAe1yB6vhn2fb-dvrB7DUDy8G0eBseL4Ly7ZUCNXD2ILabPrC92AxeZ3d59N9pb5vxbDnwg
linkToPdf	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3fS8MwED50iuiDP6bidGoefHNlbdOfvg11KMosOGTgQ0nbBBXtxlr9-72krZ2iggh9SxtCcnf5rpfvC8CRw-KYMuZq2Cw0KWmu-dwSWozYW9eFmTi2UJdNuIOBNxr5wQyLX512r0qSBadBqjSleXeSiG5NfENLxDQYEykdAQy67DwsWPLSIJmv395VsVgmP6reaVD5_9_RS9rM93183ppqvPmlRKp2nv7a_8e8Dqsl6iS9wkw2YI6nTVgrESgp_TtrwsqMPOEm3PeIDBdT_lCccidFIYGMU6J4u9o4eiriJbnByPNSUjrJsNKFzU5IwLK8Q4KC5ERYmpC-UjHZgmH_fHh6oZWXMWgxemmuCU4NIXyDWcIzXcz6fO7aiU3dxDLMCHGA7zHBmTA49zHtdWiCyElEItGpyT1Ot6GRjlO-A4RSSxjCovjYVmSyKHJsZjJqx7rNuW22wKiWIYxLoXJ5X8ZzWEssy6kMcSpDNZWh34Ljj28mhUzHr2-3q9UNS5fNQqnzg_BM93EAnWo16-afe9v92-uHsBSc9cPry8HVHiyb0h4UtbENjXz6yvdhMX7LH7PpgbLkdxPw8KY
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=A+Comprehensive+Review+on+Multi-objective+Optimization+Techniques%3A+Past%2C+Present+and+Future&rft.jtitle=Archives+of+computational+methods+in+engineering&rft.au=Sharma%2C+Shubhkirti&rft.au=Kumar%2C+Vijay&rft.date=2022-11-01&rft.pub=Springer+Netherlands&rft.issn=1134-3060&rft.eissn=1886-1784&rft.volume=29&rft.issue=7&rft.spage=5605&rft.epage=5633&rft_id=info:doi/10.1007%2Fs11831-022-09778-9&rft.externalDocID=10_1007_s11831_022_09778_9
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1134-3060&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1134-3060&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1134-3060&client=summon