{"id":"https://openalex.org/W2484972899","doi":"https://doi.org/10.4018/ijssci.2016010104","title":"A Fast Two-objective Differential Evolutionary Algorithm based on Pareto-optimal Set","display_name":"A Fast Two-objective Differential Evolutionary Algorithm based on Pareto-optimal Set","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2484972899","doi":"https://doi.org/10.4018/ijssci.2016010104","mag":"2484972899"},"language":"en","primary_location":{"id":"doi:10.4018/ijssci.2016010104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijssci.2016010104","pdf_url":null,"source":{"id":"https://openalex.org/S201241086","display_name":"International Journal of Software Science and Computational Intelligence","issn_l":"1942-9037","issn":["1942-9037","1942-9045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Science and Computational Intelligence","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/A5101509294","display_name":"Yulong Xu","orcid":"https://orcid.org/0000-0002-6552-2665"},"institutions":[{"id":"https://openalex.org/I160354188","display_name":"Henan University of Traditional Chinese Medicine","ror":"https://ror.org/01tsmvz08","country_code":"CN","type":"education","lineage":["https://openalex.org/I160354188"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Yu-long","raw_affiliation_strings":["Institute of Information and Technology, Henan University of Traditional Chinese Medicine, Zheng Zhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information and Technology, Henan University of Traditional Chinese Medicine, Zheng Zhou, China","institution_ids":["https://openalex.org/I160354188"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051051727","display_name":"Ling Zhao","orcid":"https://orcid.org/0000-0002-7578-4730"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Ling-dong","raw_affiliation_strings":["School of Electronics & Information, Nantong University, NanTong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics & Information, Nantong University, NanTong, China","institution_ids":["https://openalex.org/I199305430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08025559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"1","first_page":"46","last_page":"59"},"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":0.9987999796867371,"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":0.9466999769210815,"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":0.7161534428596497},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.7072427868843079},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6674013137817383},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6454195976257324},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6229218244552612},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6000723242759705},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5969593524932861},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5567643642425537},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5469867587089539},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5160624384880066},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5058671832084656},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.43604856729507446},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.43035611510276794},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4252846837043762},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.4122158885002136},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28170329332351685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15873366594314575}],"concepts":[{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7161534428596497},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7072427868843079},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6674013137817383},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6454195976257324},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6229218244552612},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6000723242759705},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5969593524932861},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5567643642425537},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5469867587089539},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5160624384880066},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5058671832084656},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.43604856729507446},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.43035611510276794},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4252846837043762},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.4122158885002136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28170329332351685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15873366594314575},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijssci.2016010104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijssci.2016010104","pdf_url":null,"source":{"id":"https://openalex.org/S201241086","display_name":"International Journal of Software Science and Computational Intelligence","issn_l":"1942-9037","issn":["1942-9037","1942-9045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Science and Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1494807122","https://openalex.org/W1585939719","https://openalex.org/W1595159159","https://openalex.org/W1595498733","https://openalex.org/W1978567114","https://openalex.org/W2011048370","https://openalex.org/W2020729741","https://openalex.org/W2106334424","https://openalex.org/W2126105956","https://openalex.org/W2152033532","https://openalex.org/W2152450716","https://openalex.org/W2156194072","https://openalex.org/W2312394253","https://openalex.org/W2357475890","https://openalex.org/W2362257163","https://openalex.org/W2378356595","https://openalex.org/W2383166443"],"related_works":["https://openalex.org/W2394392475","https://openalex.org/W2079483465","https://openalex.org/W2069937987","https://openalex.org/W2107894985","https://openalex.org/W2090178682","https://openalex.org/W2911471039","https://openalex.org/W2001591765","https://openalex.org/W1571424162","https://openalex.org/W4241467429","https://openalex.org/W2015132550"],"abstract_inverted_index":{"The":[0,67],"two-objective":[1,148],"differential":[2,144,149],"evolution":[3,150],"with":[4],"Pareto-optimal":[5,39],"set,":[6,40],"which":[7],"is":[8,15,73,100,125,152],"researched":[9],"in":[10,23,64,127,180],"this":[11,128],"paper.":[12],"Firstly,":[13],"it":[14],"found":[16],"that":[17,57,74,173],"there":[18],"are":[19,96,115],"some":[20],"redundant":[21],"computations":[22],"the":[24,31,36,41,49,60,70,76,79,85,90,98,104,112,131,134,156,161,174],"classic":[25],"multi-objective":[26],"evolutionary":[27],"algorithm,":[28],"such":[29],"as":[30],"NSGA-II.":[32],"Then,":[33],"based":[34],"on":[35],"concept":[37],"of":[38,69,92,106,120,182],"non-dominated":[42],"solution":[43,56],"sorted":[44],"and":[45,111,138,166,185],"its":[46],"potential":[47],"features,":[48],"authors":[50,132],"propose":[51],"a":[52,118,146],"ranking":[53,77,136],"method":[54,72,119,137,142,176],"for":[55,108,168],"only":[58],"handles":[59],"highest":[61],"rank":[62],"individuals":[63,80,91,107],"current":[65],"population.":[66],"highlight":[68],"proposed":[71,157],"during":[75],"process,":[78],"can":[81],"be":[82],"chosen":[83],"into":[84,143],"next":[86,93],"generation":[87,94],"meanwhile.":[88],"When":[89],"population":[95],"obtained":[97],"algorithm":[99,151],"broken":[101],"out.":[102],"Both":[103],"number":[105],"sorting":[109],"process":[110],"time":[113,183],"complexity":[114,184],"reduced.":[116],"Furthermore,":[117],"uniform":[121,139],"crowding":[122,140],"distance":[123,141],"calculation":[124],"provided":[126],"work.":[129],"Finally,":[130],"incorporate":[133],"introduced":[135],"evolution,":[145],"fast":[147],"obtained.":[153],"For":[154],"verifying":[155],"method,":[158],"they":[159],"use":[160],"classical":[162],"optimal":[163],"problems":[164],"ZDTl~ZDT4":[165],"ZDT6":[167],"tesing.":[169],"Simulation":[170],"results":[171],"show":[172],"authors'":[175],"has":[177],"greatly":[178],"improved":[179],"terms":[181],"performance":[186],"than":[187],"other":[188],"algorithms.":[189]},"counts_by_year":[],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}
