{"id":"https://openalex.org/W2165689005","doi":"https://doi.org/10.1109/cec.2007.4424941","title":"Differential evolution for multiobjective optimization with self adaptation","display_name":"Differential evolution for multiobjective optimization with self adaptation","publication_year":2007,"publication_date":"2007-09-01","ids":{"openalex":"https://openalex.org/W2165689005","doi":"https://doi.org/10.1109/cec.2007.4424941","mag":"2165689005"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2007.4424941","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2007.4424941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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":false,"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"],"raw_orcid":null,"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"]}]},{"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"],"raw_orcid":null,"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"]}]},{"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"],"raw_orcid":null,"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"]}]},{"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"],"raw_orcid":null,"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"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I37696226"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":78,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3617","last_page":"3624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991999864578247,"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":0.998199999332428,"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/differential-evolution","display_name":"Differential evolution","score":0.8032475113868713},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.8009194135665894},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6570022106170654},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5170720219612122},{"id":"https://openalex.org/keywords/strengths-and-weaknesses","display_name":"Strengths and weaknesses","score":0.4887561798095703},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.48520544171333313},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.46617579460144043},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.46541786193847656},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.46459102630615234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29068228602409363},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21111026406288147},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20873692631721497},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10820087790489197}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.8032475113868713},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.8009194135665894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6570022106170654},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5170720219612122},{"id":"https://openalex.org/C63882131","wikidata":"https://www.wikidata.org/wiki/Q17122954","display_name":"Strengths and weaknesses","level":2,"score":0.4887561798095703},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.48520544171333313},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.46617579460144043},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.46541786193847656},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.46459102630615234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29068228602409363},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21111026406288147},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20873692631721497},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10820087790489197},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2007.4424941","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2007.4424941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1494807122","https://openalex.org/W1500772990","https://openalex.org/W1508684207","https://openalex.org/W1544074860","https://openalex.org/W1544309315","https://openalex.org/W1554486237","https://openalex.org/W1559956479","https://openalex.org/W1576660662","https://openalex.org/W1584555100","https://openalex.org/W1588375755","https://openalex.org/W1595159159","https://openalex.org/W1595498733","https://openalex.org/W1606852530","https://openalex.org/W1846834309","https://openalex.org/W1923963134","https://openalex.org/W1945057821","https://openalex.org/W2011862241","https://openalex.org/W2109192861","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2127204906","https://openalex.org/W2127616106","https://openalex.org/W2143185749","https://openalex.org/W2144636407","https://openalex.org/W2147637302","https://openalex.org/W2162145193","https://openalex.org/W2167159964","https://openalex.org/W2341321715","https://openalex.org/W2941281702","https://openalex.org/W2994964425","https://openalex.org/W3029591682","https://openalex.org/W4285719527","https://openalex.org/W6635433731","https://openalex.org/W6639942760","https://openalex.org/W6681558681","https://openalex.org/W6771627385"],"related_works":["https://openalex.org/W2079483465","https://openalex.org/W2107894985","https://openalex.org/W2911471039","https://openalex.org/W1494807122","https://openalex.org/W2902454235","https://openalex.org/W2792203850","https://openalex.org/W2015132550","https://openalex.org/W2021957875","https://openalex.org/W2163202954","https://openalex.org/W2770121110"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"performance":[3,52],"assessment":[4],"of":[5,30],"Differential":[6],"Evolution":[7],"for":[8,37],"Multiobjective":[9],"Optimization":[10],"with":[11,50],"Self":[12],"Adaptation":[13],"algorithm,":[14],"which":[15],"uses":[16],"the":[17,31],"self":[18],"adaptation":[19],"mechanism":[20],"from":[21],"evolution":[22],"strategies":[23],"to":[24],"adapt":[25],"F":[26],"and":[27,48,60],"CR":[28],"parameters":[29],"candidate":[32],"creation":[33],"in":[34],"DE.":[35],"Results":[36],"several":[38],"runs":[39],"on":[40,55],"CEC2007":[41],"special":[42],"session":[43],"test":[44],"functions":[45],"are":[46,62],"presented":[47],"assessed":[49],"different":[51],"metrics.":[53],"Based":[54],"these":[56],"metrics,":[57],"algorithm":[58],"strengths":[59],"weaknesses":[61],"discussed.":[63]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
