{"id":"https://openalex.org/W2771011664","doi":"https://doi.org/10.1109/ssci.2017.8280904","title":"How to select a winner in evolutionary optimization?","display_name":"How to select a winner in evolutionary optimization?","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2771011664","doi":"https://doi.org/10.1109/ssci.2017.8280904","mag":"2771011664"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2017.8280904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2017.8280904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium Series on Computational Intelligence (SSCI)","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/A5020441009","display_name":"Risto Miikkulainen","orcid":"https://orcid.org/0000-0002-0062-0037"},"institutions":[{"id":"https://openalex.org/I4210120592","display_name":"Sentient Science (United States)","ror":"https://ror.org/01vmgtx82","country_code":"US","type":"company","lineage":["https://openalex.org/I4210120592"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Risto Miikkulainen","raw_affiliation_strings":["Sentient Technologies, The University of Texas, Austin"],"affiliations":[{"raw_affiliation_string":"Sentient Technologies, The University of Texas, Austin","institution_ids":["https://openalex.org/I4210120592"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034397027","display_name":"Hormoz Shahrzad","orcid":"https://orcid.org/0000-0002-5983-4531"},"institutions":[{"id":"https://openalex.org/I4210120592","display_name":"Sentient Science (United States)","ror":"https://ror.org/01vmgtx82","country_code":"US","type":"company","lineage":["https://openalex.org/I4210120592"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hormoz Shahrzad","raw_affiliation_strings":["Sentient Technologies, San Francisco, CA"],"affiliations":[{"raw_affiliation_string":"Sentient Technologies, San Francisco, CA","institution_ids":["https://openalex.org/I4210120592"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060342498","display_name":"Nigel Duffy","orcid":"https://orcid.org/0000-0003-2663-1647"},"institutions":[{"id":"https://openalex.org/I4210120592","display_name":"Sentient Science (United States)","ror":"https://ror.org/01vmgtx82","country_code":"US","type":"company","lineage":["https://openalex.org/I4210120592"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nigel Duffy","raw_affiliation_strings":["Sentient Technologies, San Francisco, CA"],"affiliations":[{"raw_affiliation_string":"Sentient Technologies, San Francisco, CA","institution_ids":["https://openalex.org/I4210120592"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107745716","display_name":"Phil Long","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120592","display_name":"Sentient Science (United States)","ror":"https://ror.org/01vmgtx82","country_code":"US","type":"company","lineage":["https://openalex.org/I4210120592"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phil Long","raw_affiliation_strings":["Sentient Technologies, San Francisco, CA"],"affiliations":[{"raw_affiliation_string":"Sentient Technologies, San Francisco, CA","institution_ids":["https://openalex.org/I4210120592"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020441009"],"corresponding_institution_ids":["https://openalex.org/I4210120592"],"apc_list":null,"apc_paid":null,"fwci":1.3651,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86340011,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","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/T11674","display_name":"Sports Analytics and Performance","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.989300012588501,"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/computer-science","display_name":"Computer science","score":0.6820813417434692},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6318359375},{"id":"https://openalex.org/keywords/smoothness","display_name":"Smoothness","score":0.5538225173950195},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5156785249710083},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4874430000782013},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48167622089385986},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4557762145996094},{"id":"https://openalex.org/keywords/multiplexer","display_name":"Multiplexer","score":0.44516676664352417},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38925787806510925},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20405101776123047},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.1318354606628418}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6820813417434692},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6318359375},{"id":"https://openalex.org/C102634674","wikidata":"https://www.wikidata.org/wiki/Q868473","display_name":"Smoothness","level":2,"score":0.5538225173950195},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5156785249710083},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4874430000782013},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48167622089385986},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4557762145996094},{"id":"https://openalex.org/C70970002","wikidata":"https://www.wikidata.org/wiki/Q189434","display_name":"Multiplexer","level":3,"score":0.44516676664352417},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38925787806510925},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20405101776123047},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.1318354606628418},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci.2017.8280904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2017.8280904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1128637355","https://openalex.org/W2020141429","https://openalex.org/W2062892638","https://openalex.org/W2095296829","https://openalex.org/W2126843316","https://openalex.org/W2127056191","https://openalex.org/W2147487019","https://openalex.org/W2156106639","https://openalex.org/W2321142506","https://openalex.org/W2418927473","https://openalex.org/W2542081672","https://openalex.org/W2592958012","https://openalex.org/W2796598183"],"related_works":["https://openalex.org/W4323268213","https://openalex.org/W4242128654","https://openalex.org/W2152549830","https://openalex.org/W1993744883","https://openalex.org/W3197720232","https://openalex.org/W2388387398","https://openalex.org/W3203996584","https://openalex.org/W2010081998","https://openalex.org/W2082549546","https://openalex.org/W3022773140"],"abstract_inverted_index":{"In":[0],"many":[1],"evolutionary":[2],"optimization":[3],"domains":[4],"evaluations":[5],"are":[6,10,86],"noisy.":[7],"The":[8,42],"candidates":[9],"tested":[11],"on":[12,80],"a":[13,32,38,51,68],"number":[14],"of":[15,54,98],"randomly":[16],"drawn":[17],"samples,":[18,55],"such":[19],"as":[20,60],"different":[21,24,28],"games":[22],"played,":[23],"physical":[25],"simulations,":[26],"or":[27],"user":[29],"interactions.":[30],"As":[31],"result,":[33],"selecting":[34,71],"the":[35,46,63,72,81,95,102,111,124],"winner":[36,73,126],"is":[37,92,118,127,133],"multiple":[39],"hypothesis":[40],"problem:":[41],"candidate":[43],"that":[44,85,115,123],"evaluated":[45],"best":[47],"most":[48],"likely":[49,122],"received":[50],"lucky":[52],"selection":[53,103],"and":[56,74,104,129],"will":[57],"not":[58],"perform":[59,88],"well":[61],"in":[62,110],"future.":[64],"This":[65],"paper":[66],"proposes":[67],"technique":[69,117],"for":[70],"estimating":[75],"its":[76,130],"true":[77,125],"performance":[78,132],"based":[79],"smoothness":[82],"assumption:":[83],"Candidates":[84],"similar":[87],"similarly.":[89],"Estimated":[90],"fitness":[91,97],"replaced":[93],"by":[94],"average":[96],"candidate's":[99],"neighbors,":[100],"making":[101,120],"estimation":[105],"more":[106],"reliable.":[107],"Simulated":[108],"experiments":[109],"multiplexer":[112],"domain":[113],"show":[114],"this":[116],"reliable,":[119],"it":[121],"selected":[128],"future":[131],"accurately":[134],"estimated.":[135]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}