{"id":"https://openalex.org/W4384997154","doi":"https://doi.org/10.1109/mci.2023.3277772","title":"Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier]","display_name":"Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier]","publication_year":2023,"publication_date":"2023-07-19","ids":{"openalex":"https://openalex.org/W4384997154","doi":"https://doi.org/10.1109/mci.2023.3277772"},"language":"en","primary_location":{"id":"doi:10.1109/mci.2023.3277772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mci.2023.3277772","pdf_url":null,"source":{"id":"https://openalex.org/S104797584","display_name":"IEEE Computational Intelligence Magazine","issn_l":"1556-603X","issn":["1556-603X","1556-6048"],"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 Computational Intelligence Magazine","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/A5088851900","display_name":"Ming Yang","orcid":"https://orcid.org/0000-0002-2862-6465"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Yang","raw_affiliation_strings":["China University of Geosciences, CHINA"],"raw_orcid":"https://orcid.org/0000-0002-2862-6465","affiliations":[{"raw_affiliation_string":"China University of Geosciences, CHINA","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103112227","display_name":"Jie Gao","orcid":"https://orcid.org/0009-0003-9366-4702"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Gao","raw_affiliation_strings":["China University of Geosciences, CHINA"],"raw_orcid":"https://orcid.org/0009-0003-9366-4702","affiliations":[{"raw_affiliation_string":"China University of Geosciences, CHINA","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050248676","display_name":"Aimin Zhou","orcid":"https://orcid.org/0000-0002-4768-5946"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aimin Zhou","raw_affiliation_strings":["East China Normal University, CHINA"],"raw_orcid":"https://orcid.org/0000-0002-4768-5946","affiliations":[{"raw_affiliation_string":"East China Normal University, CHINA","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102840769","display_name":"Changhe Li","orcid":"https://orcid.org/0000-0001-9222-0702"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changhe Li","raw_affiliation_strings":["China University of Geosciences, CHINA"],"raw_orcid":"https://orcid.org/0000-0001-9222-0702","affiliations":[{"raw_affiliation_string":"China University of Geosciences, CHINA","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100635494","display_name":"Xin Yao","orcid":"https://orcid.org/0000-0001-8837-4442"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yao","raw_affiliation_strings":["Southern University of Science and Technology, CHINA"],"raw_orcid":"https://orcid.org/0000-0001-8837-4442","affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology, CHINA","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9526,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78848988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"18","issue":"3","first_page":"56","last_page":"68"},"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":0.9991000294685364,"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":0.9965999722480774,"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/population","display_name":"Population","score":0.644598126411438},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6385425329208374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5834668874740601},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.5568010807037354},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.5303146243095398},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.5073170065879822},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4950215220451355},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.45884689688682556},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4446330666542053},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36221519112586975}],"concepts":[{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.644598126411438},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6385425329208374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5834668874740601},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.5568010807037354},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.5303146243095398},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.5073170065879822},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4950215220451355},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45884689688682556},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4446330666542053},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36221519112586975},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mci.2023.3277772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mci.2023.3277772","pdf_url":null,"source":{"id":"https://openalex.org/S104797584","display_name":"IEEE Computational Intelligence Magazine","issn_l":"1556-603X","issn":["1556-603X","1556-6048"],"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 Computational Intelligence Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1555689267","https://openalex.org/W1571424162","https://openalex.org/W1994019844","https://openalex.org/W1996673440","https://openalex.org/W2018971911","https://openalex.org/W2027825959","https://openalex.org/W2078617346","https://openalex.org/W2081524587","https://openalex.org/W2118840131","https://openalex.org/W2121429049","https://openalex.org/W2145418868","https://openalex.org/W2155005783","https://openalex.org/W2156566884","https://openalex.org/W2158597998","https://openalex.org/W2413634576","https://openalex.org/W2554924637","https://openalex.org/W2557254131","https://openalex.org/W2562277660","https://openalex.org/W2608705546","https://openalex.org/W2769744156","https://openalex.org/W2791735754","https://openalex.org/W2849751101","https://openalex.org/W2887028527","https://openalex.org/W2897073410","https://openalex.org/W2911840209","https://openalex.org/W2963939672","https://openalex.org/W2968116532","https://openalex.org/W2968671794","https://openalex.org/W2971636810","https://openalex.org/W2975361353","https://openalex.org/W3042867336","https://openalex.org/W3095915389","https://openalex.org/W3132404260","https://openalex.org/W3133850968","https://openalex.org/W3208021514","https://openalex.org/W3214943660","https://openalex.org/W4229043692","https://openalex.org/W4235993008","https://openalex.org/W4285306923","https://openalex.org/W4292259710","https://openalex.org/W4312275064","https://openalex.org/W4312940837","https://openalex.org/W4324106947","https://openalex.org/W6683195961","https://openalex.org/W6702989015"],"related_works":["https://openalex.org/W4220670643","https://openalex.org/W2121314695","https://openalex.org/W2571293944","https://openalex.org/W2360099912","https://openalex.org/W3200129594","https://openalex.org/W2122994209","https://openalex.org/W2391206707","https://openalex.org/W4322615664","https://openalex.org/W2035473589","https://openalex.org/W2908613548"],"abstract_inverted_index":{"Cooperative":[0],"co-evolution":[1],"(CC)":[2],"is":[3,18,57,84,105,159,166],"an":[4,50],"evolutionary":[5],"algorithm":[6,184],"that":[7,180],"adopts":[8],"the":[9,41,71,77,87,91,99,108,112,121,138,144,164,181,187],"divide-and-conquer":[10],"strategy":[11],"to":[12,22,28,38,89,97,126,136,150,161,168],"solve":[13,29],"large-scale":[14,198],"optimization":[15,199],"problems.":[16,200],"It":[17],"difficult":[19],"for":[20,40,53,197],"CC":[21,123,183,190],"specify":[23],"a":[24,60,128,133,154,194],"suitable":[25],"subpopulation":[26,149,158,165],"size":[27],"different":[30,106],"subproblems.":[31],"The":[32],"population":[33,55],"diversity":[34,56],"may":[35],"be":[36],"insufficient":[37],"search":[39,172],"global":[42,171],"optimum":[43],"during":[44],"subpopulations\u2019":[45,95],"evolution.":[46,152],"In":[47,63,117],"this":[48],"paper,":[49],"adaptive":[51],"method":[52,83],"enhancing":[54],"embedded":[58],"in":[59,86],"contribution-based":[61],"CC.":[62],"CC,":[64],"there":[65],"are":[66],"two":[67,146],"kinds":[68,147],"of":[69,148,189],"subpopulation:":[70],"convergent":[72,92,155],"or":[73,156],"stagnant":[74,94,157],"subpopulations":[75],"and":[76,79,93,114,177,191],"non-convergent":[78,113],"non-stagnant":[80,115],"subpopulations.":[81,116],"A":[82],"proposed":[85],"paper":[88],"evaluate":[90],"contributions":[96],"improving":[98,137],"best":[100,139],"overall":[101,140],"objective":[102,141],"value,":[103,142],"which":[104,130],"from":[107],"contribution":[109,135],"evaluation":[110],"on":[111],"each":[118],"co-evolutionary":[119],"cycle,":[120],"new":[122,182],"adaptively":[124],"determines":[125],"select":[127],"subpopulation,":[129],"can":[131,185],"make":[132],"greater":[134],"between":[143],"above":[145],"undergo":[151,162],"When":[153],"selected":[160],"evolution,":[163],"re-diversified":[167],"enhance":[169],"its":[170],"capability.":[173],"Our":[174],"experimental":[175],"results":[176],"analysis":[178],"suggest":[179],"improve":[186],"performance":[188],"serves":[192],"as":[193],"competitive":[195],"solver":[196]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-11T18:08:03.149640","created_date":"2025-10-10T00:00:00"}
