{"id":"https://openalex.org/W2065461427","doi":"https://doi.org/10.1109/cec.2009.4982948","title":"Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization","display_name":"Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2065461427","doi":"https://doi.org/10.1109/cec.2009.4982948","mag":"2065461427"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2009.4982948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4982948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","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/A5023172358","display_name":"Ale\u0161 Zamuda","orcid":"https://orcid.org/0000-0002-3340-5624"},"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":true,"raw_author_name":"Ales Zamuda","raw_affiliation_strings":["Computer Architecture and Languages Laboratory, Institute of Computer Science Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","Computer Architecture and Languages Laboratory, Institute of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ulica 17, SI-2000, Slovenia"],"affiliations":[{"raw_affiliation_string":"Computer Architecture and Languages Laboratory, Institute of Computer Science Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]},{"raw_affiliation_string":"Computer Architecture and Languages Laboratory, Institute of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ulica 17, SI-2000, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","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":["Computer Architecture and Languages Laboratory, Institute of Computer Science Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","Computer Architecture and Languages Laboratory, Institute of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ulica 17, SI-2000, Slovenia"],"affiliations":[{"raw_affiliation_string":"Computer Architecture and Languages Laboratory, Institute of Computer Science Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]},{"raw_affiliation_string":"Computer Architecture and Languages Laboratory, Institute of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ulica 17, SI-2000, 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 Boskovic","raw_affiliation_strings":["Computer Architecture and Languages Laboratory, Institute of Computer Science Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","Computer Architecture and Languages Laboratory, Institute of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ulica 17, SI-2000, Slovenia"],"affiliations":[{"raw_affiliation_string":"Computer Architecture and Languages Laboratory, Institute of Computer Science Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]},{"raw_affiliation_string":"Computer Architecture and Languages Laboratory, Institute of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ulica 17, SI-2000, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022156040","display_name":"V. \u017dumer","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":"Viljem Zumer","raw_affiliation_strings":["Computer Architecture and Languages Laboratory, Institute of Computer Science Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","Computer Architecture and Languages Laboratory, Institute of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ulica 17, SI-2000, Slovenia"],"affiliations":[{"raw_affiliation_string":"Computer Architecture and Languages Laboratory, Institute of Computer Science Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]},{"raw_affiliation_string":"Computer Architecture and Languages Laboratory, Institute of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ulica 17, SI-2000, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023172358"],"corresponding_institution_ids":["https://openalex.org/I37696226"],"apc_list":null,"apc_paid":null,"fwci":11.3408,"has_fulltext":false,"cited_by_count":79,"citation_normalized_percentile":{"value":0.98537429,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"195","last_page":"202"},"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":0.9997000098228455,"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":0.9997000098228455,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7528221607208252},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.5870116949081421},{"id":"https://openalex.org/keywords/sequential-quadratic-programming","display_name":"Sequential quadratic programming","score":0.5438687205314636},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5372580885887146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5348528623580933},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5208721160888672},{"id":"https://openalex.org/keywords/guided-local-search","display_name":"Guided Local Search","score":0.5132448673248291},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5053403973579407},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.47757771611213684},{"id":"https://openalex.org/keywords/constrained-optimization","display_name":"Constrained optimization","score":0.42809727787971497},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4215278923511505},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3554344177246094},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32165390253067017},{"id":"https://openalex.org/keywords/quadratic-programming","display_name":"Quadratic programming","score":0.24279916286468506},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10540324449539185}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7528221607208252},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.5870116949081421},{"id":"https://openalex.org/C198927703","wikidata":"https://www.wikidata.org/wiki/Q4373881","display_name":"Sequential quadratic programming","level":3,"score":0.5438687205314636},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5372580885887146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5348528623580933},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5208721160888672},{"id":"https://openalex.org/C90189156","wikidata":"https://www.wikidata.org/wiki/Q5615481","display_name":"Guided Local Search","level":3,"score":0.5132448673248291},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5053403973579407},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.47757771611213684},{"id":"https://openalex.org/C55660270","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization","level":2,"score":0.42809727787971497},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4215278923511505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3554344177246094},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32165390253067017},{"id":"https://openalex.org/C81845259","wikidata":"https://www.wikidata.org/wiki/Q290117","display_name":"Quadratic programming","level":2,"score":0.24279916286468506},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10540324449539185},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2009.4982948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4982948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W8490731","https://openalex.org/W97189687","https://openalex.org/W155430896","https://openalex.org/W194800985","https://openalex.org/W206440355","https://openalex.org/W600632748","https://openalex.org/W1494807122","https://openalex.org/W1497256448","https://openalex.org/W1501399145","https://openalex.org/W1508419498","https://openalex.org/W1508684207","https://openalex.org/W1512383952","https://openalex.org/W1559956479","https://openalex.org/W1576660662","https://openalex.org/W1588375755","https://openalex.org/W1595159159","https://openalex.org/W1595498733","https://openalex.org/W1659842140","https://openalex.org/W1846834309","https://openalex.org/W1879678483","https://openalex.org/W1918030494","https://openalex.org/W1923378012","https://openalex.org/W1945057821","https://openalex.org/W1974845977","https://openalex.org/W1997600725","https://openalex.org/W1998674867","https://openalex.org/W2010861271","https://openalex.org/W2018188932","https://openalex.org/W2026123779","https://openalex.org/W2038659300","https://openalex.org/W2050867115","https://openalex.org/W2069881902","https://openalex.org/W2084387308","https://openalex.org/W2118408948","https://openalex.org/W2126105956","https://openalex.org/W2127616106","https://openalex.org/W2134493171","https://openalex.org/W2135456288","https://openalex.org/W2143185749","https://openalex.org/W2144636407","https://openalex.org/W2146879413","https://openalex.org/W2147637302","https://openalex.org/W2162145193","https://openalex.org/W2164655924","https://openalex.org/W2165689005","https://openalex.org/W2167159964","https://openalex.org/W2167580870","https://openalex.org/W2432516117","https://openalex.org/W2468811940","https://openalex.org/W2941281702","https://openalex.org/W2994964425","https://openalex.org/W3015222189","https://openalex.org/W3029591682","https://openalex.org/W3137715965","https://openalex.org/W4230781079","https://openalex.org/W4285719527","https://openalex.org/W6635433731","https://openalex.org/W6681558681","https://openalex.org/W6771627385","https://openalex.org/W7071575791"],"related_works":["https://openalex.org/W2083844986","https://openalex.org/W2128203640","https://openalex.org/W4237239244","https://openalex.org/W2123829500","https://openalex.org/W2134014102","https://openalex.org/W2560221187","https://openalex.org/W1521720388","https://openalex.org/W2100501603","https://openalex.org/W2028764438","https://openalex.org/W2005660029"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"Differential":[3],"Evolution":[4],"with":[5],"Self-adaptation":[6],"and":[7,28,53,69,86],"Local":[8],"Search":[9],"for":[10],"Constrained":[11],"Multiobjective":[12],"Optimization":[13],"algorithm":[14,23,47,84],"(DECMOSA-SQP),":[15],"which":[16],"uses":[17],"the":[18,41,46,77],"self-adaptation":[19],"mechanism":[20,36],"from":[21],"DEMOwSA":[22],"presented":[24],"at":[25],"CEC":[26,49],"2007":[27],"a":[29],"SQP":[30],"local":[31],"search.":[32],"The":[33,63],"constrained":[34,56,70],"handling":[35],"is":[37,61],"also":[38],"incorporated":[39],"in":[40],"new":[42],"algorithm.":[43],"Assessment":[44],"of":[45,67],"using":[48,76],"2009":[50],"special":[51],"session":[52],"competition":[54],"on":[55,81],"multiobjective":[57],"optimization":[58],"test":[59],"functions":[60,64],"presented.":[62],"are":[65,74,88],"composed":[66],"unconstrained":[68],"problems.":[71],"Their":[72],"results":[73],"assessed":[75],"IGD":[78],"metric.":[79],"Based":[80],"this":[82],"metric,":[83],"strengths":[85],"weaknesses":[87],"discussed.":[89]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":14}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}