{"id":"https://openalex.org/W2107195522","doi":"https://doi.org/10.1109/cec.2009.4982935","title":"Enhancing Differential Evolution frameworks by scale factor local search - Part I","display_name":"Enhancing Differential Evolution frameworks by scale factor local search - Part I","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2107195522","doi":"https://doi.org/10.1109/cec.2009.4982935","mag":"2107195522"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2009.4982935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4982935","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/A5005583840","display_name":"Ville Tirronen","orcid":"https://orcid.org/0000-0002-5500-8267"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI","PK"],"is_corresponding":true,"raw_author_name":"Ville Tirronen","raw_affiliation_strings":["Department of Mathematical Information Technology, University of Jyv\u00e4skyl\u00e4, Finland","Department of Mathematical Information Technology, University of Jyv\u00e4skyl\u00e4 FI-40014, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematical Information Technology, University of Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]},{"raw_affiliation_string":"Department of Mathematical Information Technology, University of Jyv\u00e4skyl\u00e4 FI-40014, Finland","institution_ids":["https://openalex.org/I1323252656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063214931","display_name":"Ferrante Neri","orcid":"https://orcid.org/0000-0002-6100-6532"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]},{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]}],"countries":["FI","PK"],"is_corresponding":false,"raw_author_name":"Ferrante Neri","raw_affiliation_strings":["Department of Mathematical Information Technology, University of Jyv\u00e4skyl\u00e4, Finland","Department of Mathematical Information Technology, University of Jyv\u00e4skyl\u00e4 FI-40014, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematical Information Technology, University of Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]},{"raw_affiliation_string":"Department of Mathematical Information Technology, University of Jyv\u00e4skyl\u00e4 FI-40014, Finland","institution_ids":["https://openalex.org/I1323252656"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058774102","display_name":"Tuomo Rossi","orcid":"https://orcid.org/0000-0001-8329-2675"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tuomo Rossi","raw_affiliation_strings":["Department of Mathematical Information Technology, University of Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematical Information Technology, University of Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005583840"],"corresponding_institution_ids":["https://openalex.org/I1323252656","https://openalex.org/I94722563"],"apc_list":null,"apc_paid":null,"fwci":4.3618,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.94481094,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"143","issue":null,"first_page":"94","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9975000023841858,"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":0.972000002861023,"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/robustness","display_name":"Robustness (evolution)","score":0.6807636022567749},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6798954010009766},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.6678421497344971},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6331313848495483},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5934990644454956},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5165799856185913},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.507906973361969},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.4550902843475342},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.45099779963493347},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.44940444827079773},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.4209824204444885},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4171868562698364},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3618127703666687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33036190271377563},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30026787519454956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2774882912635803}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6807636022567749},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6798954010009766},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.6678421497344971},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6331313848495483},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5934990644454956},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5165799856185913},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.507906973361969},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.4550902843475342},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.45099779963493347},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.44940444827079773},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.4209824204444885},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4171868562698364},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3618127703666687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33036190271377563},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30026787519454956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2774882912635803},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2009.4982935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4982935","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":31,"referenced_works":["https://openalex.org/W600632748","https://openalex.org/W1485903374","https://openalex.org/W1504391786","https://openalex.org/W1508684207","https://openalex.org/W1512383952","https://openalex.org/W1595159159","https://openalex.org/W1923378012","https://openalex.org/W1974845977","https://openalex.org/W1998674867","https://openalex.org/W2010861271","https://openalex.org/W2012771980","https://openalex.org/W2059676477","https://openalex.org/W2078324766","https://openalex.org/W2107915862","https://openalex.org/W2118408948","https://openalex.org/W2122410182","https://openalex.org/W2123682012","https://openalex.org/W2129724855","https://openalex.org/W2134171600","https://openalex.org/W2155215599","https://openalex.org/W2162145193","https://openalex.org/W2163432972","https://openalex.org/W2163845190","https://openalex.org/W2165689005","https://openalex.org/W2166377462","https://openalex.org/W2166513470","https://openalex.org/W2468811940","https://openalex.org/W2544387354","https://openalex.org/W3015222189","https://openalex.org/W3137715965","https://openalex.org/W4235599520"],"related_works":["https://openalex.org/W2163647484","https://openalex.org/W47248985","https://openalex.org/W2000270779","https://openalex.org/W2154827005","https://openalex.org/W2129486222","https://openalex.org/W3144175025","https://openalex.org/W1778024729","https://openalex.org/W2042716007","https://openalex.org/W1587473980","https://openalex.org/W2122796518"],"abstract_inverted_index":{"This":[0],"paper":[1,45],"proposes":[2],"a":[3,14,20,37,51,58,110,115,134],"modification":[4],"of":[5,50,57,70,109,118,139],"Differential":[6],"Evolution":[7],"(DE)":[8],"schemes.":[9],"During":[10],"the":[11,24,40,48,55,62,67,91,94,107,125],"offspring":[12,32],"generation,":[13],"local":[15,78],"search":[16,56,79],"is":[17,46,74,128],"applied,":[18],"with":[19,33,93,131],"certain":[21],"probability":[22],"to":[23,29,90,104,133],"scale":[25],"factor":[26],"in":[27,43,54,137],"order":[28],"generate":[30],"an":[31,88],"high":[34],"performance.":[35],"In":[36],"memetic":[38],"fashion,":[39],"main":[41],"idea":[42],"this":[44,85],"that":[47,124],"application":[49,89],"different":[52],"perspective":[53],"DE":[59,73,112,136],"can":[60],"assist":[61],"evolutionary":[63],"framework":[64],"and":[65,87,145],"prevent":[66],"undesired":[68],"effect":[69],"stagnation":[71],"which":[72],"subject":[75],"to.":[76],"Two":[77],"algorithms":[80,102],"have":[81],"been":[82,98],"tested":[83],"for":[84],"purpose":[86],"individual":[92],"best":[95],"performance":[96,108],"has":[97],"proposed.":[99],"The":[100],"resulting":[101],"seem":[103],"significantly":[105],"enhance":[106],"standard":[111,135],"scheme":[113],"over":[114],"broad":[116],"set":[117],"test":[119],"problems.":[120],"Numerical":[121],"results":[122],"show":[123],"modified":[126],"algorithm":[127],"very":[129],"efficient":[130],"respect":[132],"terms":[138],"final":[140],"solution":[141],"detected,":[142],"convergence":[143],"speed":[144],"robustness.":[146]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}