{"id":"https://openalex.org/W3096193467","doi":"https://doi.org/10.1109/tsmc.2020.3030792","title":"An Enhanced MSIQDE Algorithm With Novel Multiple Strategies for Global Optimization Problems","display_name":"An Enhanced MSIQDE Algorithm With Novel Multiple Strategies for Global Optimization Problems","publication_year":2020,"publication_date":"2020-11-04","ids":{"openalex":"https://openalex.org/W3096193467","doi":"https://doi.org/10.1109/tsmc.2020.3030792","mag":"3096193467"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2020.3030792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2020.3030792","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100764224","display_name":"Wu Deng","orcid":"https://orcid.org/0000-0002-6524-6760"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]},{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wu Deng","raw_affiliation_strings":["Co-Innovation Center of Shandong Colleges and Universities: Future Intelligent Computing, Shandong Technology and Business University, Yantai, China","College of Electronic Information and Automation, Civil Aviation University of China, Tianjin, China","Traction Power State Key Laboratory, Southwest Jiaotong University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Co-Innovation Center of Shandong Colleges and Universities: Future Intelligent Computing, Shandong Technology and Business University, Yantai, China","institution_ids":["https://openalex.org/I83776822"]},{"raw_affiliation_string":"College of Electronic Information and Automation, Civil Aviation University of China, Tianjin, China","institution_ids":["https://openalex.org/I28813325"]},{"raw_affiliation_string":"Traction Power State Key Laboratory, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050220280","display_name":"Junjie Xu","orcid":"https://orcid.org/0000-0002-1549-693X"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Xu","raw_affiliation_strings":["College of Computer Science and Technology, Civil Aviation University of China, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Civil Aviation University of China, Tianjin, China","institution_ids":["https://openalex.org/I28813325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003491781","display_name":"Xiao\u2010Zhi Gao","orcid":"https://orcid.org/0000-0002-0078-5675"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Xiao-Zhi Gao","raw_affiliation_strings":["School of Computing, University of Eastern Finland, Kuopio, Finland"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Eastern Finland, Kuopio, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007345492","display_name":"Huimin Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huimin Zhao","raw_affiliation_strings":["College of Electronic Information and Automation, Civil Aviation University of China, Tianjin, China","State Key Laboratory of Mechanical Transmissions, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Information and Automation, Civil Aviation University of China, Tianjin, China","institution_ids":["https://openalex.org/I28813325"]},{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmissions, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100764224"],"corresponding_institution_ids":["https://openalex.org/I28813325","https://openalex.org/I4800084","https://openalex.org/I83776822"],"apc_list":null,"apc_paid":null,"fwci":45.6681,"has_fulltext":false,"cited_by_count":387,"citation_normalized_percentile":{"value":0.99881773,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"52","issue":"3","first_page":"1578","last_page":"1587"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9746999740600586,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.66522216796875},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5785386562347412},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5227603912353516},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.5118600726127625},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.49172165989875793},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4852190315723419},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.48160240054130554},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.46299561858177185},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.45792847871780396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45605748891830444},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.455790638923645},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.448982298374176},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.44885751605033875},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.442211389541626},{"id":"https://openalex.org/keywords/chromosome","display_name":"Chromosome","score":0.44073793292045593},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.418899804353714},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.1641840636730194}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.66522216796875},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5785386562347412},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5227603912353516},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.5118600726127625},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.49172165989875793},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4852190315723419},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.48160240054130554},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.46299561858177185},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.45792847871780396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45605748891830444},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.455790638923645},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.448982298374176},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.44885751605033875},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.442211389541626},{"id":"https://openalex.org/C30481170","wikidata":"https://www.wikidata.org/wiki/Q37748","display_name":"Chromosome","level":3,"score":0.44073793292045593},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.418899804353714},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.1641840636730194},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2020.3030792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2020.3030792","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2623145717","display_name":null,"funder_award_id":"SKLMTKFKT-201803","funder_id":"https://openalex.org/F4320326995","funder_display_name":"State Key Laboratory of Mechanical Transmissions"},{"id":"https://openalex.org/G5003627261","display_name":null,"funder_award_id":"TPL 2002","funder_id":"https://openalex.org/F4320322720","funder_display_name":"Southwest Jiaotong University"},{"id":"https://openalex.org/G595188268","display_name":null,"funder_award_id":"2000420534","funder_id":"https://openalex.org/F4320321565","funder_display_name":"Civil Aviation University of China"},{"id":"https://openalex.org/G7335763171","display_name":null,"funder_award_id":"61771087","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8511513624","display_name":null,"funder_award_id":"51605068","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8816721821","display_name":null,"funder_award_id":"51475065","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321565","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37"},{"id":"https://openalex.org/F4320322720","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693"},{"id":"https://openalex.org/F4320326995","display_name":"State Key Laboratory of Mechanical Transmissions","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W219782404","https://openalex.org/W1861387101","https://openalex.org/W1994570637","https://openalex.org/W1998674867","https://openalex.org/W2038331462","https://openalex.org/W2071065188","https://openalex.org/W2073240809","https://openalex.org/W2088246367","https://openalex.org/W2116195853","https://openalex.org/W2151453279","https://openalex.org/W2512486500","https://openalex.org/W2537926666","https://openalex.org/W2556913345","https://openalex.org/W2749396133","https://openalex.org/W2790343644","https://openalex.org/W2794016625","https://openalex.org/W2794706240","https://openalex.org/W2796139399","https://openalex.org/W2802427749","https://openalex.org/W2802480283","https://openalex.org/W2887059233","https://openalex.org/W2894849172","https://openalex.org/W2913228078","https://openalex.org/W2921793854","https://openalex.org/W2926960342","https://openalex.org/W2936796302","https://openalex.org/W2944566775","https://openalex.org/W2945810946","https://openalex.org/W2962813473","https://openalex.org/W2963596856","https://openalex.org/W2989363164","https://openalex.org/W2989662765","https://openalex.org/W2995894307","https://openalex.org/W2999681686","https://openalex.org/W3002559870","https://openalex.org/W3003134479","https://openalex.org/W3012038887","https://openalex.org/W3013482090","https://openalex.org/W3087576977","https://openalex.org/W3089856079","https://openalex.org/W3097779507","https://openalex.org/W3201121203","https://openalex.org/W6801963865"],"related_works":["https://openalex.org/W2394392475","https://openalex.org/W2017510848","https://openalex.org/W2367365720","https://openalex.org/W2069937987","https://openalex.org/W1959298326","https://openalex.org/W4319074235","https://openalex.org/W2041355156","https://openalex.org/W1571424162","https://openalex.org/W2568341866","https://openalex.org/W2015132550"],"abstract_inverted_index":{"Quantum-inspired":[0],"differential":[1,66],"evolution":[2,88],"(QDE)":[3],"is":[4,56,73,90,110,151],"an":[5,45],"evolutionary":[6],"algorithm,":[7,44],"which":[8],"can":[9],"effectively":[10],"solve":[11],"complex":[12],"optimization":[13,141,164],"problems.":[14],"However,":[15],"sometimes,":[16],"it":[17],"easily":[18],"leads":[19],"to":[20,29,75,92,112,126,138],"premature":[21],"convergence":[22],"and":[23,27,80,100,133,159,161,168],"low":[24],"search":[25,78],"ability":[26,79],"falls":[28],"local":[30],"optima.":[31],"To":[32],"overcome":[33],"these":[34],"problems,":[35],"based":[36,49],"on":[37,50],"the":[38,62,77,94,101,114,119,140,149,155],"MSIQDE":[39,47],"(improved":[40],"QDE":[41],"with":[42],"multistrategies)":[43],"enhanced":[46],"algorithm":[48],"mixing":[51],"multiple":[52],"strategies,":[53],"namely,":[54],"EMMSIQDE":[55,150],"proposed":[57,74],"in":[58],"this":[59],"article.":[60],"In":[61],"EMMSIQDE,":[63],"a":[64,70,84,123],"new":[65,85],"mutation":[67,87],"strategy":[68,109],"of":[69,97,143],"difference":[71],"vector":[72],"enhance":[76],"descent":[81],"ability.":[82],"Then,":[83],"multipopulation":[86],"mechanism":[89],"designed":[91],"ensure":[93],"relative":[95],"independence":[96],"each":[98],"subpopulation":[99],"population":[102],"diversity.":[103],"The":[104,145],"feasible":[105],"solution":[106,116,127],"space":[107,125],"transformation":[108],"used":[111],"achieve":[113],"optimal":[115],"by":[117],"mapping":[118],"quantum":[120],"chromosome":[121],"from":[122],"unit":[124],"space.":[128],"Finally,":[129],"some":[130],"multidimensional":[131],"unimodal":[132],"multimodal":[134],"functions":[135],"are":[136],"selected":[137],"demonstrate":[139,147],"performance":[142],"EMMSIQDE.":[144],"results":[146],"that":[148],"significantly":[152],"better":[153,163],"than":[154],"DE,":[156],"QDE,":[157],"QGA,":[158],"MSIQDE,":[160],"has":[162],"ability,":[165],"scalability,":[166],"efficiency,":[167],"stability.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":39},{"year":2023,"cited_by_count":101},{"year":2022,"cited_by_count":91},{"year":2021,"cited_by_count":133},{"year":2020,"cited_by_count":6}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}
