{"id":"https://openalex.org/W1971772700","doi":"https://doi.org/10.1142/s0218213097000323","title":"An Evolutionary Approach for Time Dependent Optimization","display_name":"An Evolutionary Approach for Time Dependent Optimization","publication_year":1997,"publication_date":"1997-12-01","ids":{"openalex":"https://openalex.org/W1971772700","doi":"https://doi.org/10.1142/s0218213097000323","mag":"1971772700"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213097000323","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213097000323","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-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/A5113632866","display_name":"Philippe Collard","orcid":"https://orcid.org/0000-0003-3479-1405"},"institutions":[{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Collard","raw_affiliation_strings":["University of Nice-sophia Antipolis, Laboratory I3S \u2014 CNS, 250 Av. A. Einstein, Sophia Antipolis, 06560 Valbonne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nice-sophia Antipolis, Laboratory I3S \u2014 CNS, 250 Av. A. Einstein, Sophia Antipolis, 06560 Valbonne, France","institution_ids":["https://openalex.org/I201841394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042077282","display_name":"Cathy Escazut","orcid":"https://orcid.org/0000-0003-2065-9024"},"institutions":[{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cathy Escazut","raw_affiliation_strings":["University of Nice-sophia Antipolis, Laboratory I3S \u2014 CNS, 250 Av. A. Einstein, Sophia Antipolis, 06560 Valbonne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nice-sophia Antipolis, Laboratory I3S \u2014 CNS, 250 Av. A. Einstein, Sophia Antipolis, 06560 Valbonne, France","institution_ids":["https://openalex.org/I201841394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113459736","display_name":"Alessio Gaspar","orcid":"https://orcid.org/0000-0003-3206-7093"},"institutions":[{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alessio Gaspar","raw_affiliation_strings":["University of Nice-sophia Antipolis, Laboratory I3S \u2014 CNS, 250 Av. A. Einstein, Sophia Antipolis, 06560 Valbonne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nice-sophia Antipolis, Laboratory I3S \u2014 CNS, 250 Av. A. Einstein, Sophia Antipolis, 06560 Valbonne, France","institution_ids":["https://openalex.org/I201841394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I201841394"],"apc_list":null,"apc_paid":null,"fwci":0.5985,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.74507198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"06","issue":"04","first_page":"665","last_page":"695"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9950000047683716,"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":0.9950000047683716,"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":0.989799976348877,"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":0.9822999835014343,"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":0.8469525575637817},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.6689995527267456},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5887678861618042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5520848035812378},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5425063371658325},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4981381893157959},{"id":"https://openalex.org/keywords/skew","display_name":"Skew","score":0.4663132131099701},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4601624011993408},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.43332892656326294},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4034523367881775},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33560237288475037},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09203740954399109}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8469525575637817},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.6689995527267456},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5887678861618042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5520848035812378},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5425063371658325},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4981381893157959},{"id":"https://openalex.org/C43711488","wikidata":"https://www.wikidata.org/wiki/Q7534783","display_name":"Skew","level":2,"score":0.4663132131099701},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4601624011993408},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.43332892656326294},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4034523367881775},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33560237288475037},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09203740954399109},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218213097000323","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213097000323","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W85101999","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W2802808995","https://openalex.org/W2593449396","https://openalex.org/W2780789525","https://openalex.org/W2787833928"],"abstract_inverted_index":{"Many":[0],"real-world":[1],"problems":[2],"involve":[3],"measures":[4],"of":[5,14,79,82,96,118,121,131,144,159],"objectives":[6],"that":[7,55,155],"may":[8],"be":[9,109],"dynamically":[10],"optimized.":[11],"The":[12],"application":[13],"evolutionary":[15],"algorithms,":[16,20],"such":[17,86],"as":[18,30],"genetic":[19,69,83,98,103],"in":[21,67,85,138],"time":[22,41],"dependent":[23],"optimization":[24],"is":[25],"currently":[26],"receiving":[27],"growing":[28],"interest":[29],"potential":[31],"applications":[32],"are":[33,136],"numerous":[34],"ranging":[35],"from":[36],"mobile":[37],"robotics":[38],"to":[39,51,62,108,140,163],"real":[40],"process":[42],"command.":[43],"Moreover,":[44],"constant":[45],"evaluation":[46],"functions":[47],"skew":[48],"results":[49],"relative":[50],"natural":[52],"evolution":[53],"so":[54],"it":[56],"has":[57,106,125],"become":[58],"a":[59,68,91,110,116,129,145],"promising":[60],"gap":[61],"combine":[63],"effectiveness":[64,158],"and":[65,76,100],"diversity":[66],"algorithm.":[70],"This":[71,123],"paper":[72],"features":[73],"both":[74],"theoretical":[75],"empirical":[77],"analysis":[78],"the":[80,94,101,142,157,160],"behavior":[81],"algorithms":[84],"an":[87],"environment.":[88],"We":[89,150],"present":[90],"comparison":[92,124],"between":[93],"effectivenss":[95],"traditional":[97],"algorithm":[99,104],"dual":[102,161],"which":[105,134],"revealed":[107],"particularly":[111],"adaptive":[112],"tool":[113],"for":[114,147],"optimizing":[115],"lot":[117],"diversified":[119],"classes":[120],"functions.":[122],"been":[126],"performed":[127],"on":[128],"model":[130],"dynamical":[132,165],"environments":[133],"characteristics":[135],"analyzed":[137],"order":[139],"establish":[141],"basis":[143],"testbed":[146],"further":[148],"experiments.":[149],"also":[151],"discuss":[152],"fundamental":[153],"properties":[154],"explain":[156],"paradigm":[162],"manage":[164],"environments.":[166]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}