{"id":"https://openalex.org/W2806782459","doi":"https://doi.org/10.1109/ictas.2018.8368762","title":"A novel algorithm for optimizing the Pareto set in dynamic problem spaces","display_name":"A novel algorithm for optimizing the Pareto set in dynamic problem spaces","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2806782459","doi":"https://doi.org/10.1109/ictas.2018.8368762","mag":"2806782459"},"language":"en","primary_location":{"id":"doi:10.1109/ictas.2018.8368762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictas.2018.8368762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Conference on Information Communications Technology and Society (ICTAS)","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/A5078310120","display_name":"Ima O. Essiet","orcid":"https://orcid.org/0000-0003-1418-6320"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Ima O. Essiet","raw_affiliation_strings":["Department of Electrical and Electronics Engineering Science, University of Johannesburg, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering Science, University of Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091303313","display_name":"Yanxia Sun","orcid":"https://orcid.org/0000-0002-3455-9625"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Yanxia Sun","raw_affiliation_strings":["Department of Electrical and Electronics Engineering Science, University of Johannesburg, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering Science, University of Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100614110","display_name":"Zenghui Wang","orcid":"https://orcid.org/0000-0003-3025-336X"},"institutions":[{"id":"https://openalex.org/I165390105","display_name":"University of South Africa","ror":"https://ror.org/048cwvf49","country_code":"ZA","type":"education","lineage":["https://openalex.org/I165390105"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Zenghui Wang","raw_affiliation_strings":["Department of Electrical and Mining Engineering, University of South Africa, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Mining Engineering, University of South Africa, South Africa","institution_ids":["https://openalex.org/I165390105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2145,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.54802281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"20","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":0.9998000264167786,"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":0.9998000264167786,"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":0.9994999766349792,"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":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.626614511013031},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.6045746803283691},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5542442798614502},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.51212477684021},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48328402638435364},{"id":"https://openalex.org/keywords/algorithm-design","display_name":"Algorithm design","score":0.4465760290622711},{"id":"https://openalex.org/keywords/pareto-analysis","display_name":"Pareto analysis","score":0.42189091444015503},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2388441264629364},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06550589203834534}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.626614511013031},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.6045746803283691},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5542442798614502},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.51212477684021},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48328402638435364},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.4465760290622711},{"id":"https://openalex.org/C118127601","wikidata":"https://www.wikidata.org/wiki/Q3797610","display_name":"Pareto analysis","level":3,"score":0.42189091444015503},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2388441264629364},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06550589203834534}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictas.2018.8368762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictas.2018.8368762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Conference on Information Communications Technology and Society (ICTAS)","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":17,"referenced_works":["https://openalex.org/W1968173975","https://openalex.org/W1996566346","https://openalex.org/W2044709125","https://openalex.org/W2050461952","https://openalex.org/W2123006068","https://openalex.org/W2136827689","https://openalex.org/W2142844925","https://openalex.org/W2519928844","https://openalex.org/W2543376775","https://openalex.org/W2557744929","https://openalex.org/W2558952707","https://openalex.org/W2562012591","https://openalex.org/W2787680696","https://openalex.org/W2914550350","https://openalex.org/W4214639713","https://openalex.org/W4244143000","https://openalex.org/W6731039946"],"related_works":["https://openalex.org/W1491338215","https://openalex.org/W2040345527","https://openalex.org/W2316613179","https://openalex.org/W1993518163","https://openalex.org/W1536531504","https://openalex.org/W2107632697","https://openalex.org/W2058889384","https://openalex.org/W2166283373","https://openalex.org/W2101714759","https://openalex.org/W1493202049"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3],"algorithm":[4,35,70],"based":[5],"on":[6,38],"dynamic":[7,40],"multiobjective":[8],"optimization":[9,41],"(DMO)":[10],"which":[11],"employs":[12],"a":[13],"single":[14,52],"randomly":[15],"mutating":[16],"time-variant":[17],"archive":[18,53],"to":[19,26,93],"balance":[20],"convergence":[21],"and":[22,44,62,76,89],"diversity":[23],"in":[24,47],"order":[25],"efficiently":[27],"select":[28],"the":[29,45,48,51,58,67,81],"final,":[30],"non-dominated":[31],"Pareto":[32],"set.":[33],"The":[34],"is":[36,55],"tested":[37],"selected":[39],"benchmark":[42],"functions,":[43],"improvement":[46],"performance":[49,60],"of":[50],"approach":[54],"validated":[56],"by":[57],"improved":[59],"metrics":[61,75],"overall":[63],"computational":[64,78],"time.":[65],"Overall,":[66],"proposed":[68,95],"single-archive":[69],"(called":[71],"DOAEA)":[72],"generated":[73],"better":[74],"faster":[77],"time":[79],"for":[80,86],"Gee-Tan-Abbas":[82],"(GTA)":[83],"test":[84],"suite":[85],"average":[87,90],"MIGD":[88],"MHV":[91],"compared":[92],"previously":[94],"two-archive":[96],"algorithm,":[97],"DTAEA.":[98]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
