{"id":"https://openalex.org/W4387914352","doi":"https://doi.org/10.1109/codit58514.2023.10284357","title":"An Efficient Non-Dominated Sorting Genetic Algorithm for Multi-Objective Optimization","display_name":"An Efficient Non-Dominated Sorting Genetic Algorithm for Multi-Objective Optimization","publication_year":2023,"publication_date":"2023-07-03","ids":{"openalex":"https://openalex.org/W4387914352","doi":"https://doi.org/10.1109/codit58514.2023.10284357"},"language":"en","primary_location":{"id":"doi:10.1109/codit58514.2023.10284357","doi":"https://doi.org/10.1109/codit58514.2023.10284357","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit58514.2023.10284357","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"International Conference on Control, Decision and Information Technologies (CoDIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2023 9th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},"volume":null,"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/A5040931960","display_name":"Abir Chaabani","orcid":"https://orcid.org/0000-0003-0283-6111","observed_orcids":["https://orcid.org/0000-0003-0283-6111"]},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Abir Chaabani","raw_affiliation_strings":["ISGT, Université de Tunis,SMART Lab,Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISGT, Université de Tunis,SMART Lab,Tunisie","institution_ids":["https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088836999","display_name":"Mouna Karaja","orcid":"https://orcid.org/0000-0003-4526-7051","observed_orcids":["https://orcid.org/0000-0003-4526-7051"]},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mouna Karaja","raw_affiliation_strings":["ISGT, Université de Tunis,SMART Lab,Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISGT, Université de Tunis,SMART Lab,Tunisie","institution_ids":["https://openalex.org/I108714496"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028612749","display_name":"Lamjed Ben Sa\u00efd","orcid":"https://orcid.org/0000-0001-9225-884X","observed_orcids":["https://orcid.org/0000-0001-9225-884X"]},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Lamjed Ben Said","raw_affiliation_strings":["ISGT, Université de Tunis,SMART Lab,Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISGT, Université de Tunis,SMART Lab,Tunisie","institution_ids":["https://openalex.org/I108714496"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I108714496"],"apc_list":null,"apc_paid":null,"fwci":0.8282,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67779204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1565","last_page":"1570"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9984999895095825,"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":0.9984999895095825,"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":0.0006000000284984708,"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":0.0006000000284984708,"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/nsga-ii","display_name":"NSGA-II","score":0.9559999704360962},{"id":"https://openalex.org/keywords/multi-objective-evolutionary-algorithms","display_name":"multi-objective evolutionary algorithms","score":0.8339999914169312},{"id":"https://openalex.org/keywords/non-dominated-sorting","display_name":"non-dominated sorting","score":0.8759999871253967},{"id":"https://openalex.org/keywords/computational-complexity","display_name":"computational complexity","score":0.6359999775886536},{"id":"https://openalex.org/keywords/algorithmic-efficiency","display_name":"algorithm efficiency","score":0.6610000133514404},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"multi-objective optimization","score":0.6809999942779541}],"concepts":[{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.8591817021369934},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.728679895401001},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6198978424072266},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6095675230026245},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5776242613792419},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5167500376701355},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.5151975750923157},{"id":"https://openalex.org/C108094655","wikidata":"https://www.wikidata.org/wiki/Q181593","display_name":"Sorting algorithm","level":3,"score":0.46380165219306946},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.446085125207901},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36448216438293457},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33560431003570557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31583550572395325},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2783232629299164},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23063096404075623},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.20581495761871338},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit58514.2023.10284357","doi":"https://doi.org/10.1109/codit58514.2023.10284357","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit58514.2023.10284357","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"International Conference on Control, Decision and Information Technologies (CoDIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2023 9th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1553373771","https://openalex.org/W1588375755","https://openalex.org/W1595498733","https://openalex.org/W1599011794","https://openalex.org/W2000825106","https://openalex.org/W2054095119","https://openalex.org/W2079881116","https://openalex.org/W2096166399","https://openalex.org/W2102365077","https://openalex.org/W2123485079","https://openalex.org/W2126105956","https://openalex.org/W2127950596","https://openalex.org/W2143381319","https://openalex.org/W2148615815","https://openalex.org/W2477866957","https://openalex.org/W3091163952"],"related_works":["https://openalex.org/W2126997347","https://openalex.org/W7096329357","https://openalex.org/W6931480457","https://openalex.org/W4361186715","https://openalex.org/W2167159964","https://openalex.org/W4413350153","https://openalex.org/W4200209307","https://openalex.org/W1991225095","https://openalex.org/W7098068316","https://openalex.org/W49841733"],"abstract_inverted_index":{"Multi-Objective":[0],"Evolutionary":[1],"Algorithms":[2],"(MOEAs)":[3],"is":[4,56,62,113],"actually":[5],"one":[6],"of":[7,53,75,110,131,140],"the":[8,51,95,107,111,118,135,138],"most":[9],"attractive":[10],"and":[11,137],"active":[12],"research":[13,19,31],"field":[14],"in":[15,23,43],"computer":[16],"science.":[17],"Significant":[18],"has":[20,39],"been":[21],"conducted":[22],"handling":[24],"complex":[25],"multi-objective":[26,126,142],"optimization":[27],"problems":[28,133],"within":[29],"this":[30,54,67,141],"area.":[32],"The":[33],"Non-Dominated":[34],"Sorting":[35],"Genetic":[36],"Algorithm":[37],"(NSGA-II)":[38],"garnered":[40],"significant":[41],"attention":[42],"various":[44],"domains,":[45],"emphasizing":[46],"its":[47],"specific":[48],"popularity.":[49],"However,":[50],"complexity":[52],"algorithm":[55,87,97,112],"found":[57],"to":[58],"be$O(MN^{2})$with$M$objectives":[59],"and$N$solutions,":[60],"which":[61],"considered":[63],"computationally":[64],"demanding.":[65],"In":[66],"paper,":[68],"we":[69],"are":[70],"proposing":[71],"a":[72,100,129],"new":[73],"variant":[74],"NSGA-II":[76,96],"termed":[77],"(Efficient-NSGA-II)":[78],"based":[79],"on":[80,128],"our":[81],"recently":[82],"proposed":[83],"quick":[84],"non-dominated":[85],"sorting":[86],"with":[88],"quasi-linear":[89],"average":[90],"time":[91],"complexity;":[92],"thereby":[93],"making":[94],"efficient":[98],"from":[99],"computational":[101],"cost":[102],"viewpoint.":[103],"Experiments":[104],"demonstrate":[105],"that":[106],"improved":[108],"version":[109],"indeed":[114],"much":[115],"faster":[116],"than":[117],"previous":[119],"one.":[120],"Moreover,":[121],"comparisons":[122],"results":[123],"against":[124],"other":[125],"algorithms":[127],"variety":[130],"benchmark":[132],"show":[134],"effectiveness":[136],"efficiency":[139],"version.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-10-25T00:00:00"}