{"id":"https://openalex.org/W4206532655","doi":"https://doi.org/10.1109/acit53391.2021.9677438","title":"Parallel Dynamic Multi-Objective Optimization Evolutionary Algorithm","display_name":"Parallel Dynamic Multi-Objective Optimization Evolutionary Algorithm","publication_year":2021,"publication_date":"2021-12-21","ids":{"openalex":"https://openalex.org/W4206532655","doi":"https://doi.org/10.1109/acit53391.2021.9677438"},"language":"en","primary_location":{"id":"doi:10.1109/acit53391.2021.9677438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit53391.2021.9677438","pdf_url":null,"source":{"id":"https://openalex.org/S4363608487","display_name":"2021 22nd International Arab Conference on Information Technology (ACIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 22nd International Arab Conference on Information Technology (ACIT)","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/A5031541321","display_name":"Maroua Grid","orcid":"https://orcid.org/0009-0005-2503-8325"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Maroua Grid","raw_affiliation_strings":["Biskra University,LINFI Laboratory,Computer Science Department,Algeria","Computer Science Department, LINFI Laboratory, Biskra University, Algeria"],"affiliations":[{"raw_affiliation_string":"Biskra University,LINFI Laboratory,Computer Science Department,Algeria","institution_ids":["https://openalex.org/I206961696"]},{"raw_affiliation_string":"Computer Science Department, LINFI Laboratory, Biskra University, Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045281563","display_name":"Leyla Belaiche","orcid":"https://orcid.org/0000-0003-1128-0725"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Leila Belaiche","raw_affiliation_strings":["Biskra University,LINFI Laboratory,Computer Science Department,Algeria","Computer Science Department, LINFI Laboratory, Biskra University, Algeria"],"affiliations":[{"raw_affiliation_string":"Biskra University,LINFI Laboratory,Computer Science Department,Algeria","institution_ids":["https://openalex.org/I206961696"]},{"raw_affiliation_string":"Computer Science Department, LINFI Laboratory, Biskra University, Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052087453","display_name":"La\u00efd Kahloul","orcid":"https://orcid.org/0000-0002-9739-7715"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Laid Kahloul","raw_affiliation_strings":["Biskra University,LINFI Laboratory,Computer Science Department,Algeria","Computer Science Department, LINFI Laboratory, Biskra University, Algeria"],"affiliations":[{"raw_affiliation_string":"Biskra University,LINFI Laboratory,Computer Science Department,Algeria","institution_ids":["https://openalex.org/I206961696"]},{"raw_affiliation_string":"Computer Science Department, LINFI Laboratory, Biskra University, Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001877199","display_name":"Saber Benharzallah","orcid":"https://orcid.org/0000-0002-3870-4383"},"institutions":[{"id":"https://openalex.org/I4387153399","display_name":"University of Batna 2","ror":"https://ror.org/02yvp6477","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153399"]},{"id":"https://openalex.org/I162489102","display_name":"University of Batna 1","ror":"https://ror.org/04hrbe508","country_code":"DZ","type":"education","lineage":["https://openalex.org/I162489102"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Saber Benharzallah","raw_affiliation_strings":["Batna 2 University,Algeria","Batna 2 University, Algeria"],"affiliations":[{"raw_affiliation_string":"Batna 2 University,Algeria","institution_ids":["https://openalex.org/I162489102","https://openalex.org/I4387153399"]},{"raw_affiliation_string":"Batna 2 University, Algeria","institution_ids":["https://openalex.org/I162489102","https://openalex.org/I4387153399"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031541321"],"corresponding_institution_ids":["https://openalex.org/I206961696"],"apc_list":null,"apc_paid":null,"fwci":2.1176,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88180765,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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":1.0,"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":0.9969000220298767,"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":0.9926999807357788,"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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7834983468055725},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7078288793563843},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6419904828071594},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5876736640930176},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5816419124603271},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5220058560371399},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.49043604731559753},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.47227227687835693},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.46760526299476624},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4610111117362976},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4564419388771057},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.44678062200546265},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.385503888130188},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2981286644935608}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7834983468055725},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7078288793563843},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6419904828071594},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5876736640930176},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5816419124603271},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5220058560371399},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.49043604731559753},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.47227227687835693},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.46760526299476624},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4610111117362976},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4564419388771057},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.44678062200546265},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.385503888130188},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2981286644935608},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit53391.2021.9677438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit53391.2021.9677438","pdf_url":null,"source":{"id":"https://openalex.org/S4363608487","display_name":"2021 22nd International Arab Conference on Information Technology (ACIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 22nd International Arab Conference on Information Technology (ACIT)","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":15,"referenced_works":["https://openalex.org/W1595498733","https://openalex.org/W1850195919","https://openalex.org/W1896376119","https://openalex.org/W2009208111","https://openalex.org/W2104805479","https://openalex.org/W2136827689","https://openalex.org/W2156221357","https://openalex.org/W2162478582","https://openalex.org/W2293687801","https://openalex.org/W2552095898","https://openalex.org/W2782712706","https://openalex.org/W2908966786","https://openalex.org/W2961809733","https://openalex.org/W2996830393","https://openalex.org/W6639654283"],"related_works":["https://openalex.org/W2159308419","https://openalex.org/W2104456211","https://openalex.org/W2088622475","https://openalex.org/W2129773030","https://openalex.org/W2906115061","https://openalex.org/W3038685036","https://openalex.org/W2068310053","https://openalex.org/W3199712681","https://openalex.org/W3174049743","https://openalex.org/W2913808976"],"abstract_inverted_index":{"Multi-objective":[0],"optimization":[1,16,60],"evolutionary":[2,56,66,99,120],"algorithms":[3,67,121],"(MOEAs)":[4],"are":[5],"considered":[6],"as":[7],"the":[8,63,74,91,114,135,161,172,182],"most":[9],"suitable":[10],"heuristic":[11],"methods":[12],"for":[13,24,33,117],"solving":[14],"multi-objective":[15,59,65],"problems":[17],"(MOPs).":[18],"These":[19],"MOEAs":[20,38],"aim":[21,43],"to":[22,40,124,143,181],"search":[23],"a":[25,34,79,151],"uniformly":[26],"distributed,":[27],"near-optimal":[28],"and":[29,179],"near-complete":[30],"Pareto":[31],"front":[32],"given":[35],"MOP.":[36],"However,":[37],"fail":[39],"achieve":[41],"their":[42,47,138],"completely":[44],"because":[45],"of":[46,58,81,93,113,137,154,168,176],"fixed":[48],"population":[49,95,184],"size.":[50,185],"To":[51],"overcome":[52],"this":[53],"limit,":[54],"an":[55,98,129],"approach":[57],"was":[61],"proposed;":[62],"dynamic":[64,94],"(DMOEAs).":[68],"This":[69],"paper":[70],"deals":[71],"with":[72,128],"improving":[73,171],"user":[75],"requirements":[76],"(i.e.,":[77,156],"getting":[78],"set":[80],"optimal":[82],"solutions":[83],"in":[84,141,166],"minimum":[85],"computational":[86,177],"time).":[87],"Although,":[88],"DMOEA":[89,155,165],"has":[90],"distinction":[92],"size,":[96],"being":[97],"algorithm":[100],"means":[101],"that":[102],"it":[103],"will":[104],"certainly":[105],"be":[106],"characterized":[107],"by":[108],"long":[109],"execution":[110,130],"time.":[111],"One":[112],"main":[115],"reasons":[116],"adapting":[118],"parallel":[119,152],"(PEAs)":[122],"is":[123],"obtain":[125],"efficient":[126],"results":[127],"time":[131,178],"much":[132],"lower":[133],"than":[134],"one":[136],"sequential":[139],"counterparts":[140],"order":[142],"tackle":[144],"more":[145],"complex":[146],"problems.":[147],"Thus,":[148],"we":[149],"propose":[150],"version":[153],"PDMOEA).":[157],"As":[158],"experimental":[159],"results,":[160],"proposed":[162],"PDMOEA":[163],"enhances":[164],"terms":[167],"three":[169],"criteria:":[170],"objective":[173],"space,":[174],"minimization":[175],"converging":[180],"desired":[183]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}