{"id":"https://openalex.org/W2096554183","doi":"https://doi.org/10.1109/icnc.2011.6022268","title":"A hybrid evolutionary algorithm for finding pareto optimal set in multi-objective optimization","display_name":"A hybrid evolutionary algorithm for finding pareto optimal set in multi-objective optimization","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2096554183","doi":"https://doi.org/10.1109/icnc.2011.6022268","mag":"2096554183"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2011.6022268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2011.6022268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Seventh International Conference on Natural Computation","raw_type":"proceedings-article"},"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/A5015531338","display_name":"Yun Yang","orcid":"https://orcid.org/0000-0002-3709-8481"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Yang","raw_affiliation_strings":["Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, Nanjing, China","State Key Laboratory of Pollution Control and Resources Reuse, Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, 210093, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Laboratory of Pollution Control and Resources Reuse, Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, 210093, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011160537","display_name":"Jianfeng Wu","orcid":"https://orcid.org/0000-0001-6095-7101"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-feng Wu","raw_affiliation_strings":["Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, Nanjing, China","State Key Laboratory of Pollution Control and Resources Reuse, Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, 210093, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Laboratory of Pollution Control and Resources Reuse, Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, 210093, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083636621","display_name":"Xiaobin Zhu","orcid":"https://orcid.org/0000-0002-3254-7663"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-bin Zhu","raw_affiliation_strings":["Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, Nanjing, China","State Key Laboratory of Pollution Control and Resources Reuse, Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, 210093, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Laboratory of Pollution Control and Resources Reuse, Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, 210093, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036442264","display_name":"Jichun Wu","orcid":"https://orcid.org/0000-0001-9799-6745"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji-chun Wu","raw_affiliation_strings":["Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, Nanjing, China","State Key Laboratory of Pollution Control and Resources Reuse, Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, 210093, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Laboratory of Pollution Control and Resources Reuse, Department of Hydrosciences, School of Earth Sciences and Engineering, Nanjing University, 210093, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1233","last_page":"1236"},"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":0.9973000288009644,"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/T10998","display_name":"Heat Transfer and Optimization","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7792043685913086},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.732265293598175},{"id":"https://openalex.org/keywords/tabu-search","display_name":"Tabu search","score":0.7295545339584351},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6621485948562622},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5500253438949585},{"id":"https://openalex.org/keywords/pareto-optimal","display_name":"Pareto optimal","score":0.5152044892311096},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4886930286884308},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47623470425605774},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.413726270198822},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35361719131469727}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7792043685913086},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.732265293598175},{"id":"https://openalex.org/C123370116","wikidata":"https://www.wikidata.org/wiki/Q1424540","display_name":"Tabu search","level":2,"score":0.7295545339584351},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6621485948562622},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5500253438949585},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.5152044892311096},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4886930286884308},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47623470425605774},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.413726270198822},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35361719131469727}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2011.6022268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2011.6022268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Seventh International Conference on Natural Computation","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":14,"referenced_works":["https://openalex.org/W1563620825","https://openalex.org/W1905847227","https://openalex.org/W1966132900","https://openalex.org/W1969293762","https://openalex.org/W1986219666","https://openalex.org/W2047641551","https://openalex.org/W2105648956","https://openalex.org/W2110798240","https://openalex.org/W2121957462","https://openalex.org/W2222230941","https://openalex.org/W2613919565","https://openalex.org/W4285719527","https://openalex.org/W6633905613","https://openalex.org/W6738019729"],"related_works":["https://openalex.org/W1963790170","https://openalex.org/W2073298047","https://openalex.org/W2033790662","https://openalex.org/W2090178682","https://openalex.org/W2586328217","https://openalex.org/W2049264236","https://openalex.org/W2001591765","https://openalex.org/W4241467429","https://openalex.org/W2906115061","https://openalex.org/W2977596624"],"abstract_inverted_index":{"The":[0,65,90],"two":[1,105],"primary":[2],"goals":[3],"of":[4,33,72,138,149],"a":[5,43,97],"multi-objective":[6,12,62,129],"evolutionary":[7],"algorithm":[8,55,75,112],"(MOEA)":[9],"for":[10,127],"solving":[11,128],"optimization":[13,63],"problems":[14],"are":[15],"to":[16,30,57,61,140],"search":[17,51,81,88],"as":[18,22],"much":[19],"non-dominated":[20],"solutions":[21,36,60,144,153],"possible":[23],"towards":[24],"the":[25,47,70,78,118,133,136,141,147,150,156],"true":[26,142],"Pareto":[27,34,49,86,110],"front":[28],"and":[29,101,108,124,146],"maintain":[31],"diversity":[32],"optimal":[35],"along":[37,155],"tradeoff":[38,157],"curves.":[39,158],"This":[40],"study":[41],"presents":[42],"new":[44],"hybrid":[45],"MOEA,":[46,84],"niched":[48,85,109],"tabu":[50,80,87],"combined":[52],"with":[53,77,103],"genetic":[54,74,111],"(NPTSGA),":[56],"find":[58],"Pareto-optimal":[59,143,152],"problems.":[64],"NPTSGA":[66,92,120],"is":[67,93,121],"developed":[68],"on":[69],"thoughts":[71],"integrating":[73],"(GA)":[76],"improved":[79],"(TS)":[82],"based":[83],"(NPTS).":[89],"proposed":[91,119],"then":[94],"tested":[95],"through":[96],"simple":[98],"test":[99],"example":[100],"compared":[102],"other":[104],"techniques,":[106],"NPTS":[107],"(NPGA).":[113],"Computational":[114],"results":[115],"indicate":[116],"that":[117],"an":[122],"efficient":[123],"effective":[125],"method":[126],"problems,":[130],"while":[131],"keeping":[132],"balance":[134],"between":[135],"intensification":[137],"non-domination":[139],"(TPS)":[145],"diversification":[148],"near":[151],"(NPS)":[154]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
