{"id":"https://openalex.org/W2890744608","doi":"https://doi.org/10.1109/cscwd.2018.8465326","title":"A Novel Multi-Objective Optimization Algorithm Based on Differential Evolution and NSGA-II","display_name":"A Novel Multi-Objective Optimization Algorithm Based on Differential Evolution and NSGA-II","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2890744608","doi":"https://doi.org/10.1109/cscwd.2018.8465326","mag":"2890744608"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd.2018.8465326","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2018.8465326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design ((CSCWD))","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/A5005435119","display_name":"Fuqing Zhao","orcid":"https://orcid.org/0000-0002-7336-9699"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuqing Zhao","raw_affiliation_strings":["School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liu Huan","orcid":null},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Huan","raw_affiliation_strings":["School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100688166","display_name":"Yi Zhang","orcid":"https://orcid.org/0000-0002-1113-8465"},"institutions":[{"id":"https://openalex.org/I4210162994","display_name":"Xijing University","ror":"https://ror.org/05xsjkb63","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162994"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhang","raw_affiliation_strings":["School of Mechnical Engineering, Xijin University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Mechnical Engineering, Xijin University, Xi'an, China","institution_ids":["https://openalex.org/I4210162994"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101041421","display_name":"Weimi Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weimi Ma","raw_affiliation_strings":["Tongji University, Shanghai, Shanghai, CN"],"affiliations":[{"raw_affiliation_string":"Tongji University, Shanghai, Shanghai, CN","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067712887","display_name":"Chuck Zhang","orcid":"https://orcid.org/0000-0001-7681-5538"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chuck Zhang","raw_affiliation_strings":["H. Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"H. Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005435119"],"corresponding_institution_ids":["https://openalex.org/I22716506"],"apc_list":null,"apc_paid":null,"fwci":0.6412,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.72269002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"570","last_page":"575"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994000196456909,"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":0.9853000044822693,"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/sorting","display_name":"Sorting","score":0.7410145401954651},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.7227976322174072},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7022844552993774},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6668716669082642},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5953981280326843},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5804556012153625},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5729780793190002},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5018782615661621},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4949414134025574},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4523303806781769},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4503249228000641},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4409664273262024},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.4332345724105835},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.428876131772995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12280204892158508},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.092182457447052}],"concepts":[{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7410145401954651},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.7227976322174072},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7022844552993774},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6668716669082642},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5953981280326843},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5804556012153625},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5729780793190002},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5018782615661621},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4949414134025574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4523303806781769},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4503249228000641},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4409664273262024},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4332345724105835},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.428876131772995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12280204892158508},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.092182457447052},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/cscwd.2018.8465326","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2018.8465326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design ((CSCWD))","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1905847227","https://openalex.org/W1969988238","https://openalex.org/W1991791873","https://openalex.org/W1998471726","https://openalex.org/W2021560378","https://openalex.org/W2021822173","https://openalex.org/W2050972847","https://openalex.org/W2058142975","https://openalex.org/W2079016239","https://openalex.org/W2098663931","https://openalex.org/W2106334424","https://openalex.org/W2111203151","https://openalex.org/W2120443593","https://openalex.org/W2126105956"],"related_works":["https://openalex.org/W4322772558","https://openalex.org/W1988293173","https://openalex.org/W2895647686","https://openalex.org/W2076472895","https://openalex.org/W2389275641","https://openalex.org/W3111421931","https://openalex.org/W3177681191","https://openalex.org/W1985939653","https://openalex.org/W2039847237","https://openalex.org/W2997917529"],"abstract_inverted_index":{"NSGA-II":[0,17,42,64,76,113],"is":[1,18,51,74,80,110,127],"a":[2,103],"well":[3],"known,":[4],"fast":[5],"sorting":[6],"and":[7,26,47,57,134],"elite":[8],"multi-objective":[9],"genetic":[10],"algorithm.":[11],"The":[12],"local":[13],"exploitation":[14],"ability":[15],"of":[16,24,59,118,145],"relatively":[19],"limited":[20],"by":[21,63,70],"the":[22,55,78,86,91,116,119,123,130,143,146],"parameters":[23],"crossover":[25],"mutation.":[27],"DE":[28],"has":[29],"shown":[30],"powerful":[31],"search":[32],"abilities":[33],"for":[34],"continuous":[35],"optimization.":[36],"In":[37],"this":[38],"paper,":[39],"an":[40],"enhanced":[41],"based":[43],"on":[44],"differential":[45,82],"evolution":[46,83],"L-near":[48,108],"distance":[49,105,109],"(DP-NSGA-II/EDA)":[50],"proposed.":[52],"To":[53,121],"improve":[54],"diversity":[56,117],"convergence":[58],"Pareto":[60],"optimal":[61],"solutions":[62],"algorithm,":[65,125],"DP-NSGA-II/EDA":[66],"produces":[67],"two":[68,89],"populations":[69],"different":[71],"approaches.":[72],"One":[73],"from":[75,81],"itself,":[77],"other":[79],"(DE).":[84],"Through":[85],"competition":[87],"between":[88],"populations,":[90],"superior":[92],"individuals":[93],"will":[94],"be":[95],"selected":[96],"to":[97,112,114],"construct":[98],"new":[99,104],"offspring":[100],"population.":[101,120],"Meanwhile,":[102],"strategy":[106],"called":[107],"introduced":[111],"maintain":[115],"validate":[122],"proposed":[124,147],"it":[126],"compared":[128],"with":[129],"original":[131],"NSGA-II,":[132],"SPEA2":[133],"MOEA/D-DE":[135],"through":[136],"several":[137],"numerical":[138],"benchmark":[139],"problems.":[140],"Results":[141],"show":[142],"effectiveness":[144],"approach.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
