{"id":"https://openalex.org/W1959086744","doi":"https://doi.org/10.1109/cec.2015.7257129","title":"An effective cooperative coevolution framework integrating global and local search for large scale optimization problems","display_name":"An effective cooperative coevolution framework integrating global and local search for large scale optimization problems","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1959086744","doi":"https://doi.org/10.1109/cec.2015.7257129","mag":"1959086744"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2015.7257129","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2015.7257129","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-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/A5053418482","display_name":"Zijian Cao","orcid":"https://orcid.org/0000-0002-7543-1927"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zijian Cao","raw_affiliation_strings":["School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, China","School of Computer Science and Engineering, Xi'an University of Technology, 710048, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University of Technology, 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100435780","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0001-7502-1680"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, China","School of Computer Science and Engineering, Xi'an University of Technology, 710048, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University of Technology, 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000919145","display_name":"Yuhui Shi","orcid":"https://orcid.org/0000-0002-8840-723X"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhui Shi","raw_affiliation_strings":["Xi'an Jiaotong-Liverpool University, Suzhou, China","Xi\u2019an Jiaotong-Liverpool University, Suzhou 215123, China"],"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong-Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]},{"raw_affiliation_string":"Xi\u2019an Jiaotong-Liverpool University, Suzhou 215123, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073391035","display_name":"Xinhong Hei","orcid":"https://orcid.org/0000-0002-6394-0492"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinhong Hei","raw_affiliation_strings":["School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, China","School of Computer Science and Engineering, Xi'an University of Technology, 710048, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University of Technology, 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008910410","display_name":"Xiaofeng Rong","orcid":"https://orcid.org/0000-0003-1331-2639"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]},{"id":"https://openalex.org/I4210110558","display_name":"Xi'an Technological University","ror":"https://ror.org/01t8prc81","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210110558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Rong","raw_affiliation_strings":["Xi'an Jiaotong-Liverpool University, Suzhou, China","School of Computer Science and Engineering, Xi'an Technological University, 710021, China"],"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong-Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an Technological University, 710021, China","institution_ids":["https://openalex.org/I4210110558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050956511","display_name":"Qiaoyong Jiang","orcid":"https://orcid.org/0000-0001-9542-9739"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaoyong Jiang","raw_affiliation_strings":["School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, China","School of Computer Science and Engineering, Xi'an University of Technology, 710048, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University of Technology, 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055863664","display_name":"Hongye Li","orcid":"https://orcid.org/0000-0001-7427-0706"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongye Li","raw_affiliation_strings":["School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, China","School of Computer Science and Engineering, Xi'an University of Technology, 710048, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University of Technology, 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5053418482"],"corresponding_institution_ids":["https://openalex.org/I4210131919"],"apc_list":null,"apc_paid":null,"fwci":1.2943,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.85415987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1986","last_page":"1993"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9987000226974487,"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":0.9886000156402588,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6421259045600891},{"id":"https://openalex.org/keywords/separable-space","display_name":"Separable space","score":0.6053363680839539},{"id":"https://openalex.org/keywords/coevolution","display_name":"Coevolution","score":0.5889484882354736},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5630260705947876},{"id":"https://openalex.org/keywords/divide-and-conquer-algorithms","display_name":"Divide and conquer algorithms","score":0.5455881357192993},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.5412026047706604},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5084170699119568},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.48779112100601196},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.42306065559387207},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3367993235588074},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30900293588638306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24856874346733093},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2483835220336914}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6421259045600891},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.6053363680839539},{"id":"https://openalex.org/C33009525","wikidata":"https://www.wikidata.org/wiki/Q208841","display_name":"Coevolution","level":2,"score":0.5889484882354736},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5630260705947876},{"id":"https://openalex.org/C71559656","wikidata":"https://www.wikidata.org/wiki/Q671298","display_name":"Divide and conquer algorithms","level":2,"score":0.5455881357192993},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.5412026047706604},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5084170699119568},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.48779112100601196},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.42306065559387207},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3367993235588074},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30900293588638306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24856874346733093},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2483835220336914},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2015.7257129","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2015.7257129","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W120185646","https://openalex.org/W1490742179","https://openalex.org/W1569347009","https://openalex.org/W1571424162","https://openalex.org/W1918030494","https://openalex.org/W1996936486","https://openalex.org/W1997600725","https://openalex.org/W2042716007","https://openalex.org/W2044541009","https://openalex.org/W2081524587","https://openalex.org/W2099655666","https://openalex.org/W2100211715","https://openalex.org/W2109472859","https://openalex.org/W2121429049","https://openalex.org/W2122749979","https://openalex.org/W2123859926","https://openalex.org/W2129724855","https://openalex.org/W2145418868","https://openalex.org/W2155005783","https://openalex.org/W2156566884","https://openalex.org/W6604879221","https://openalex.org/W6634193393","https://openalex.org/W6661812016","https://openalex.org/W6676230053","https://openalex.org/W6683195961"],"related_works":["https://openalex.org/W3144412313","https://openalex.org/W2634235285","https://openalex.org/W4247094814","https://openalex.org/W2492504662","https://openalex.org/W2122994901","https://openalex.org/W2942642331","https://openalex.org/W200599908","https://openalex.org/W2020991882","https://openalex.org/W2164185151","https://openalex.org/W4389610483"],"abstract_inverted_index":{"Cooperative":[0],"Coevolution":[1],"(CC)":[2],"was":[3],"introduced":[4],"into":[5,159],"evolutionary":[6],"algorithms":[7,52,62,87,158],"as":[8],"a":[9,19,38,77,105,122,134],"promising":[10],"framework":[11,80,161,184],"for":[12,90],"tackling":[13],"large":[14,39,92,148,169,176],"scale":[15,40,93,149,170,177],"optimization":[16,94,150,178],"problems":[17,68],"through":[18],"divide-and-conquer":[20],"strategy.":[21],"A":[22],"number":[23],"of":[24,37,53,99,118,146,154],"decomposition":[25,54],"methods":[26],"to":[27,34,140],"identify":[28],"interacting":[29,72,107],"variables":[30,45,108,127],"have":[31,70],"been":[32],"proposed":[33,89,183],"construct":[35],"subcomponents":[36],"problem,":[41],"but":[42],"if":[43],"the":[44,50,57,97,116,126,143,147,165,182],"are":[46,63,128],"all":[47,49],"non-separable,":[48,130],"CC-based":[51,61],"will":[55],"lose":[56],"functionality,":[58],"therefore,":[59],"classical":[60],"inefficient":[64],"in":[65,167],"processing":[66,168],"non-separable":[67,171],"that":[69,181],"many":[71],"variables.":[73],"In":[74,96],"this":[75],"paper,":[76],"new":[78,106],"CC":[79,160,191],"which":[81],"integrates":[82],"global":[83,100,119,155],"and":[84,156],"local":[85,137,157],"search":[86,120,138,142],"is":[88,185],"solving":[91],"problems.":[95,172],"stage":[98],"cooperative":[101],"coevolution,":[102],"we":[103,131],"introduce":[104],"grouping":[109],"method":[110],"named":[111],"Sequential":[112],"Sliding":[113],"Window.":[114],"When":[115],"performance":[117],"reaches":[121],"deviation":[123],"tolerance":[124],"or":[125],"fully":[129],"then":[132],"use":[133],"more":[135,186],"effective":[136,187],"algorithm":[139],"subsequently":[141],"solution":[144],"space":[145],"problem.":[151],"The":[152],"integration":[153],"can":[162],"efficiently":[163],"improve":[164],"capability":[166],"Experimental":[173],"results":[174],"on":[175],"benchmarks":[179],"show":[180],"than":[188],"other":[189],"existing":[190],"frameworks.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}