{"id":"https://openalex.org/W4412446073","doi":"https://doi.org/10.1109/eurocon64445.2025.11073207","title":"Cooperative Coevolution Framework with Recursive Differential Grouping Algorithms for Solving Large-Scale Optimization Problems","display_name":"Cooperative Coevolution Framework with Recursive Differential Grouping Algorithms for Solving Large-Scale Optimization Problems","publication_year":2025,"publication_date":"2025-06-04","ids":{"openalex":"https://openalex.org/W4412446073","doi":"https://doi.org/10.1109/eurocon64445.2025.11073207"},"language":"en","primary_location":{"id":"doi:10.1109/eurocon64445.2025.11073207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eurocon64445.2025.11073207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE EUROCON 2025 - 21st International Conference on Smart Technologies","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/A5061281915","display_name":"Klemen Berkovi\u010d","orcid":null},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Klemen Berkovi\u010d","raw_affiliation_strings":["University of Maribor,Faculty of Electrical Engineering and Computer Science,Maribor,Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maribor,Faculty of Electrical Engineering and Computer Science,Maribor,Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075917415","display_name":"Borko Bo\u0161kovi\u010d","orcid":"https://orcid.org/0000-0002-7595-2845"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Borko Bo\u0161kovi\u0107","raw_affiliation_strings":["University of Maribor,Faculty of Electrical Engineering and Computer Science,Maribor,Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maribor,Faculty of Electrical Engineering and Computer Science,Maribor,Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022277993","display_name":"Janez Brest","orcid":"https://orcid.org/0000-0001-5864-3533"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Janez Brest","raw_affiliation_strings":["University of Maribor,Faculty of Electrical Engineering and Computer Science,Maribor,Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maribor,Faculty of Electrical Engineering and Computer Science,Maribor,Slovenia","institution_ids":["https://openalex.org/I37696226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07660791,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9991000294685364,"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":0.9919999837875366,"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":0.6593612432479858},{"id":"https://openalex.org/keywords/coevolution","display_name":"Coevolution","score":0.6501738429069519},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5539801716804504},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47176864743232727},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45835793018341064},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.4394311308860779},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3665064871311188},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23642772436141968}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6593612432479858},{"id":"https://openalex.org/C33009525","wikidata":"https://www.wikidata.org/wiki/Q208841","display_name":"Coevolution","level":2,"score":0.6501738429069519},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5539801716804504},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47176864743232727},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45835793018341064},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.4394311308860779},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3665064871311188},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23642772436141968},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eurocon64445.2025.11073207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eurocon64445.2025.11073207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE EUROCON 2025 - 21st International Conference on Smart Technologies","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":22,"referenced_works":["https://openalex.org/W1124447958","https://openalex.org/W1555689267","https://openalex.org/W1564629471","https://openalex.org/W2008455282","https://openalex.org/W2045050140","https://openalex.org/W2074554392","https://openalex.org/W2076624895","https://openalex.org/W2109732163","https://openalex.org/W2131613989","https://openalex.org/W2152195021","https://openalex.org/W2158022002","https://openalex.org/W2588846930","https://openalex.org/W2769744156","https://openalex.org/W2791891746","https://openalex.org/W2887028527","https://openalex.org/W2916083864","https://openalex.org/W2950016914","https://openalex.org/W2968671794","https://openalex.org/W3042867336","https://openalex.org/W3047477438","https://openalex.org/W3214943660","https://openalex.org/W4235993008"],"related_works":["https://openalex.org/W3144412313","https://openalex.org/W2634235285","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/W2035908454","https://openalex.org/W1994782139"],"abstract_inverted_index":{"Cooperative":[0],"coevolution":[1,22,149,164],"is":[2,50],"a":[3,14,31,71,85],"subgenre":[4],"of":[5,20,30,40,57,114,128,171,185],"computational":[6],"intelligence":[7],"used":[8,145,152],"to":[9,134,174],"optimize":[10],"high-dimensional":[11],"problems":[12],"through":[13],"divide-and-conquer":[15],"approach.":[16],"The":[17,75,93],"main":[18,48],"challenges":[19],"cooperative":[21,72,131,148,163],"lie":[23],"in":[24,120],"problem":[25,42,82,187],"decomposition":[26,67,79,83,95,117,188],"and":[27,69,84],"the":[28,38,41,47,52,55,58,91,100,112,115,121,126,129,135,141,162,169,175,183,186],"use":[29],"suitable":[32],"optimization":[33,138,172],"algorithm.":[34,104,139,178],"Decomposition":[35],"addresses":[36],"mainly":[37],"division":[39],"into":[43],"smaller":[44],"sub-problems,":[45],"where":[46],"challenge":[49],"determining":[51],"interactions":[53],"between":[54],"components":[56],"problem.":[59],"In":[60,140],"our":[61],"work":[62],"we":[63,110,124,144],"implemented":[64,78,116,154],"five":[65,94,146,153],"different":[66,147],"algorithms":[68,80,96,150],"developed":[70],"co-evolutionary":[73],"framework.":[74],"framework":[76,133,165],"uses":[77],"for":[81,89],"particle":[86,136,176],"swarm":[87,137,177],"algorithm":[88],"optimizing":[90],"subproblems.":[92],"are":[97],"based":[98],"on":[99],"recursive":[101,155],"differential":[102,156],"grouping":[103,157],"We":[105,159,179],"conducted":[106],"two":[107],"experiments.":[108],"First,":[109],"analyzed":[111,125],"accuracy":[113],"algorithms,":[118],"and,":[119],"second":[122,142],"experiment,":[123],"influence":[127],"proposed":[130],"coevolutionary":[132],"experiment":[143],"that":[151,161,182],"algorithms.":[158],"found":[160,181],"can":[166],"significantly":[167],"improve":[168],"results":[170],"compared":[173],"also":[180],"choice":[184],"strategy":[189],"plays":[190],"an":[191],"important":[192],"role.":[193]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}