{"id":"https://openalex.org/W2053313404","doi":"https://doi.org/10.1145/1389095.1389223","title":"A robust evolutionary framework for multi-objective optimization","display_name":"A robust evolutionary framework for multi-objective optimization","publication_year":2008,"publication_date":"2008-07-12","ids":{"openalex":"https://openalex.org/W2053313404","doi":"https://doi.org/10.1145/1389095.1389223","mag":"2053313404"},"language":"en","primary_location":{"id":"doi:10.1145/1389095.1389223","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1389095.1389223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th 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/A5088394271","display_name":"Kalyanmoy Deb","orcid":"https://orcid.org/0000-0001-7402-9939"},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kalyanmoy Deb","raw_affiliation_strings":["Indian Institute of Technology Kanpur, Kanpur, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kanpur, Kanpur, India","institution_ids":["https://openalex.org/I94234084"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5088394271"],"corresponding_institution_ids":["https://openalex.org/I94234084"],"apc_list":null,"apc_paid":null,"fwci":5.2068,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.95469528,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"633","last_page":"640"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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":1.0,"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":0.9983999729156494,"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/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6584968566894531},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6557929515838623},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.6378293037414551},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.60638827085495},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.602936327457428},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5987324714660645},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5770876407623291},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5360705256462097},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.4246859848499298},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34320199489593506},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24996253848075867},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21101421117782593},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1868511140346527}],"concepts":[{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6584968566894531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6557929515838623},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.6378293037414551},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.60638827085495},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.602936327457428},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5987324714660645},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5770876407623291},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5360705256462097},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.4246859848499298},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34320199489593506},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24996253848075867},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21101421117782593},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1868511140346527},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1389095.1389223","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1389095.1389223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.4300000071525574,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W42649658","https://openalex.org/W1492433263","https://openalex.org/W1506010655","https://openalex.org/W1553373771","https://openalex.org/W1578324001","https://openalex.org/W1595498733","https://openalex.org/W1799158580","https://openalex.org/W1974268124","https://openalex.org/W1984851270","https://openalex.org/W2008002935","https://openalex.org/W2008499862","https://openalex.org/W2040378535","https://openalex.org/W2047156683","https://openalex.org/W2063375245","https://openalex.org/W2091055889","https://openalex.org/W2105511939","https://openalex.org/W2108211197","https://openalex.org/W2113058275","https://openalex.org/W2126105956","https://openalex.org/W2126926002","https://openalex.org/W2153015072","https://openalex.org/W2167145078","https://openalex.org/W2305189870","https://openalex.org/W2506152732","https://openalex.org/W3102715269","https://openalex.org/W4292408320","https://openalex.org/W4292864963","https://openalex.org/W6630399524","https://openalex.org/W6652304802"],"related_works":["https://openalex.org/W1994686097","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W3025152076","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W3134440233","https://openalex.org/W2751605210","https://openalex.org/W2068949283","https://openalex.org/W2022485595"],"abstract_inverted_index":{"Evolutionary":[0],"multi-objective":[1,85,113,153],"optimization":[2,28,86,114,154],"(EMO)":[3],"methodologies,":[4,33],"suggested":[5,42],"in":[6,43,79,148],"the":[7,13,31,34,48,80,103,124,141],"beginning":[8],"of":[9,15,19,24,82,105,123,137,152],"Nineties,":[10],"focussed":[11],"on":[12],"task":[14],"finding":[16],"a":[17,73,89,99,131],"set":[18,23],"well-converged":[20],"and":[21,65,75,109,134,146],"well-distributed":[22],"solutions":[25],"using":[26,88],"evolutionary":[27],"principles.":[29,126],"Of":[30],"EMO":[32,52,77],"elitist":[35],"non-dominated":[36],"sorting":[37],"genetic":[38],"algorithm":[39],"or":[40],"NSGA-II,":[41],"2000,":[44],"is":[45,139],"now":[46],"probably":[47,140],"most":[49],"popularly":[50],"used":[51],"procedure.":[53],"NSGA-II":[54,72,97,138],"follows":[55],"three":[56,107,125],"independent":[57],"principles":[58,108],"--":[59,69],"domination":[60],"principle,":[61],"diversity":[62],"preservation":[63],"principle":[64,68],"elite":[66],"preserving":[67],"which":[70],"make":[71],"flexible":[74],"robust":[76],"procedure":[78],"sense":[81],"solving":[83,149],"various":[84,112,150],"problems":[87],"common":[90],"framework.":[91],"In":[92],"this":[93],"paper,":[94],"we":[95],"describe":[96],"through":[98],"functional":[100],"decomposition":[101],"following":[102],"implementation":[104,136],"these":[106],"demonstrate":[110],"how":[111],"tasks":[115],"can":[116],"be":[117],"achieved":[118],"by":[119],"simply":[120],"modifying":[121],"one":[122],"We":[127],"argue":[128],"that":[129],"such":[130],"functionally":[132],"decomposed":[133],"modular":[135],"reason":[142],"for":[143],"it's":[144],"popularity":[145],"robustness":[147],"types":[151],"problems.":[155]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
