{"id":"https://openalex.org/W4318603267","doi":"https://doi.org/10.1109/ssci51031.2022.10022083","title":"Visualization-aided Multi-criterion Decision-making Using Reference Direction Based Pareto Race","display_name":"Visualization-aided Multi-criterion Decision-making Using Reference Direction Based Pareto Race","publication_year":2022,"publication_date":"2022-12-04","ids":{"openalex":"https://openalex.org/W4318603267","doi":"https://doi.org/10.1109/ssci51031.2022.10022083"},"language":"en","primary_location":{"id":"doi:10.1109/ssci51031.2022.10022083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci51031.2022.10022083","pdf_url":null,"source":{"id":"https://openalex.org/S4363605327","display_name":"2022 IEEE Symposium Series on Computational Intelligence (SSCI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 IEEE Symposium Series on Computational Intelligence (SSCI)","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/A5071205205","display_name":"Deepanshu Yadav","orcid":"https://orcid.org/0000-0003-1841-8942"},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepanshu Yadav","raw_affiliation_strings":["Indian Institute of Technology Madras,Department of Engineering Design,Chennai,India","Department of Engineering Design, Indian Institute of Technology Madras, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Madras,Department of Engineering Design,Chennai,India","institution_ids":["https://openalex.org/I24676775"]},{"raw_affiliation_string":"Department of Engineering Design, Indian Institute of Technology Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006853353","display_name":"Palaniappan Ramu","orcid":"https://orcid.org/0000-0001-9704-2087"},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Palaniappan Ramu","raw_affiliation_strings":["Indian Institute of Technology Madras,Department of Engineering Design,Chennai,India","Department of Engineering Design, Indian Institute of Technology Madras, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Madras,Department of Engineering Design,Chennai,India","institution_ids":["https://openalex.org/I24676775"]},{"raw_affiliation_string":"Department of Engineering Design, Indian Institute of Technology Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088394271","display_name":"Kalyanmoy Deb","orcid":"https://orcid.org/0000-0001-7402-9939"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kalyanmoy Deb","raw_affiliation_strings":["Michigan State University,Department of Electrical and Computer Engineering,USA","Department of Electrical and Computer Engineering, Michigan State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan State University,Department of Electrical and Computer Engineering,USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Michigan State University, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"125","last_page":"132"},"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":0.9957000017166138,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7607001066207886},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.7495442032814026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6501757502555847},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6452423930168152},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.6400913596153259},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5754626393318176},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5092412233352661},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40121644735336304},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3625408709049225},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26096218824386597}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7607001066207886},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.7495442032814026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6501757502555847},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6452423930168152},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.6400913596153259},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5754626393318176},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5092412233352661},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40121644735336304},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3625408709049225},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26096218824386597},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci51031.2022.10022083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci51031.2022.10022083","pdf_url":null,"source":{"id":"https://openalex.org/S4363605327","display_name":"2022 IEEE Symposium Series on Computational Intelligence (SSCI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W46793038","https://openalex.org/W118524804","https://openalex.org/W206164688","https://openalex.org/W1481317911","https://openalex.org/W1561610472","https://openalex.org/W1601556876","https://openalex.org/W1799387289","https://openalex.org/W2008499862","https://openalex.org/W2019533380","https://openalex.org/W2037358755","https://openalex.org/W2038157541","https://openalex.org/W2090218528","https://openalex.org/W2090235798","https://openalex.org/W2101991430","https://openalex.org/W2104766360","https://openalex.org/W2117502083","https://openalex.org/W2126105956","https://openalex.org/W2136680909","https://openalex.org/W2798944314","https://openalex.org/W2912472836","https://openalex.org/W3046204080","https://openalex.org/W3138615698","https://openalex.org/W4239218065","https://openalex.org/W6750518364"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W4241467429","https://openalex.org/W2073147994","https://openalex.org/W2001591765","https://openalex.org/W2384474142","https://openalex.org/W3083133203","https://openalex.org/W1588199609","https://openalex.org/W2744462909","https://openalex.org/W1971520370","https://openalex.org/W1550055091"],"abstract_inverted_index":{"The":[0,108,137],"goal":[1],"of":[2,24,69,127],"a":[3,13,22,29,48,89,100],"multi-criteria":[4],"decision-making":[5,82,135],"(MCDM)":[6],"approach":[7,92,147],"is":[8],"to":[9,60,112,121],"select":[10],"one":[11,113],"or":[12,31],"few":[14],"preferred":[15],"solutions":[16,26],"in":[17,131],"an":[18],"iterative":[19],"manner":[20],"from":[21],"set":[23],"Pareto-optimal":[25],"obtained":[27],"by":[28],"generative":[30],"simultaneous":[32],"evolutionary":[33],"multi-and":[34],"many-objective":[35],"optimization":[36,51],"(EMO":[37],"and":[38,74,115],"EMaO)":[39],"algorithm.":[40],"In":[41,84],"each":[42],"iteration,":[43],"the":[44,58,63,125,128],"decision-maker":[45],"(DM)":[46],"formulates":[47],"suitable":[49],"scalarized":[50],"problem":[52],"using":[53],"preference":[54],"information":[55],"that":[56,93],"guides":[57],"DM":[59],"arrive":[61],"at":[62],"most":[64],"desirable":[65],"solution":[66],"set.":[67],"Visualization":[68],"trade-offs":[70],"among":[71],"multiple":[72],"objectives":[73],"their":[75],"interactions":[76],"with":[77,148],"constraints":[78],"can":[79],"provide":[80],"crucial":[81],"information.":[83],"this":[85],"paper,":[86],"we":[87],"propose":[88],"visualization-assisted":[90],"MCDM":[91,102,150],"utilizes":[94],"interpretable":[95],"Self-Organizing":[96],"Maps":[97],"(iSOM)":[98],"on":[99],"well-known":[101],"technique":[103],"known":[104],"as":[105],"Pareto":[106,133],"Race.":[107],"proposed":[109],"method,":[110],"applied":[111],"test":[114],"two":[116],"real-world":[117],"problems":[118],"involving":[119],"three":[120],"five":[122],"objectives,":[123],"demonstrates":[124],"usefulness":[126],"iSOM-visualization":[129],"method":[130],"implementing":[132],"Race":[134],"approach.":[136],"study":[138],"opens":[139],"up":[140],"further":[141],"avenues":[142],"for":[143],"integrating":[144],"iSOM":[145],"visualization":[146],"other":[149],"techniques.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
