{"id":"https://openalex.org/W1985816708","doi":"https://doi.org/10.1145/1068009.1068142","title":"Comparison of evolutionary multiobjective optimization with rference solution-based single-objective approach","display_name":"Comparison of evolutionary multiobjective optimization with rference solution-based single-objective approach","publication_year":2005,"publication_date":"2005-06-25","ids":{"openalex":"https://openalex.org/W1985816708","doi":"https://doi.org/10.1145/1068009.1068142","mag":"1985816708"},"language":"en","primary_location":{"id":"doi:10.1145/1068009.1068142","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068142","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference on Genetic and evolutionary computation","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/A5035595838","display_name":"Hisao Ishibuchi","orcid":"https://orcid.org/0000-0001-9186-6472"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Hisao Ishibuchi","raw_affiliation_strings":["Osaka Prefecture University, Osaka, Japan","Osaka Prefecture Univ., Osaka, Japan#TAB#"],"affiliations":[{"raw_affiliation_string":"Osaka Prefecture University, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]},{"raw_affiliation_string":"Osaka Prefecture Univ., Osaka, Japan#TAB#","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089029124","display_name":"Kaname Narukawa","orcid":null},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kaname Narukawa","raw_affiliation_strings":["Osaka Prefecture University, Osaka, Japan","Osaka Prefecture Univ., Osaka, Japan#TAB#"],"affiliations":[{"raw_affiliation_string":"Osaka Prefecture University, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]},{"raw_affiliation_string":"Osaka Prefecture Univ., Osaka, Japan#TAB#","institution_ids":["https://openalex.org/I15807432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035595838"],"corresponding_institution_ids":["https://openalex.org/I15807432"],"apc_list":null,"apc_paid":null,"fwci":2.8108,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.89587515,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"787","last_page":"794"},"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":0.9969000220298767,"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":0.9952999949455261,"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/knapsack-problem","display_name":"Knapsack problem","score":0.7982399463653564},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6320908069610596},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6314992904663086},{"id":"https://openalex.org/keywords/decision-maker","display_name":"Decision maker","score":0.6285588145256042},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6049987077713013},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6024748086929321},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5406785011291504},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4486553370952606},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.43644165992736816},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.42768123745918274},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33507606387138367},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.13286206126213074},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0894918143749237},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08442586660385132}],"concepts":[{"id":"https://openalex.org/C113138325","wikidata":"https://www.wikidata.org/wiki/Q864457","display_name":"Knapsack problem","level":2,"score":0.7982399463653564},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6320908069610596},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6314992904663086},{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.6285588145256042},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6049987077713013},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6024748086929321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5406785011291504},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4486553370952606},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.43644165992736816},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.42768123745918274},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33507606387138367},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.13286206126213074},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0894918143749237},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08442586660385132},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1068009.1068142","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068142","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320315724","display_name":"Kayamori Foundation of Informational Science Advancement","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1553373771","https://openalex.org/W1563728692","https://openalex.org/W1595498733","https://openalex.org/W1791023736","https://openalex.org/W2036643871","https://openalex.org/W2106334424","https://openalex.org/W2126105956","https://openalex.org/W2140066605","https://openalex.org/W2155345556","https://openalex.org/W2161055009","https://openalex.org/W2167743927"],"related_works":["https://openalex.org/W4280569079","https://openalex.org/W3103982436","https://openalex.org/W2133099979","https://openalex.org/W1702471942","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W3134440233","https://openalex.org/W2751605210"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,192],"demonstrate":[4],"advantages":[5],"and":[6],"disadvantages":[7],"of":[8,35,65,108,178],"an":[9,125,175],"evolutionary":[10],"multiobjective":[11,27],"optimization":[12],"(EMO)":[13],"approach":[14,22,38,54,96,117,151],"in":[15,105,183],"comparison":[16],"with":[17,61],"a":[18,42,62,109,194],"reference":[19,94,110,128,149,160,185],"solution-based":[20,95,150,186],"single-objective":[21],"through":[23],"computational":[24],"experiments":[25],"on":[26,189],"0/1":[28],"knapsack":[29],"problems.":[30],"The":[31,52],"main":[32],"characteristic":[33],"feature":[34],"the":[36,46,81,86,90,93,98,101,106,115,141,148,158,184],"EMO":[37,53,116,142],"is":[39,50,75,181],"that":[40,133,165],"no":[41],"priori":[43],"information":[44,99],"about":[45,100],"decision":[47,87,102],"maker's":[48,103],"preference":[49,104],"assumed.":[51],"tries":[55],"to":[56,77,124],"find":[57,119,153],"well-distributed":[58],"trade-off":[59,83,121,155,167],"solutions":[60,84,122,135,156,168,180],"wide":[63],"range":[64],"objective":[66],"values":[67],"as":[68,70],"many":[69,154,166],"possible.":[71],"A":[72],"final":[73],"solution":[74],"supposed":[76],"be":[78,171],"chosen":[79],"from":[80],"obtained":[82,139,172],"by":[85,140],"maker.":[88],"On":[89],"other":[91],"hand,":[92],"utilizes":[97],"form":[107],"solution.":[111,129,161],"We":[112,144],"examine":[113,146],"whether":[114],"can":[118,152,169],"good":[120,134],"close":[123],"arbitrarily":[126],"given":[127,159],"Experimental":[130,162],"results":[131,163],"show":[132,164],"are":[136],"not":[137,170],"always":[138],"approach.":[143,187,196],"also":[145],"where":[147],"around":[157],"even":[173],"when":[174],"archive":[176],"population":[177],"non-dominated":[179],"stored":[182],"Based":[188],"these":[190],"observations,":[191],"suggest":[193],"hybrid":[195]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
