{"id":"https://openalex.org/W2886398927","doi":"https://doi.org/10.1145/3205455.3205563","title":"A new analysis method for evolutionary optimization of dynamic and noisy objective functions","display_name":"A new analysis method for evolutionary optimization of dynamic and noisy objective functions","publication_year":2018,"publication_date":"2018-07-02","ids":{"openalex":"https://openalex.org/W2886398927","doi":"https://doi.org/10.1145/3205455.3205563","mag":"2886398927"},"language":"en","primary_location":{"id":"doi:10.1145/3205455.3205563","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205455.3205563","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"Proceedings of the Genetic and Evolutionary Computation Conference","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/A5046495847","display_name":"Rapha\u00ebl Dang-Nhu","orcid":null},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rapha\u00ebl Dang-Nhu","raw_affiliation_strings":["\u00c9cole Polytechnique, Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique, Palaiseau, France","institution_ids":["https://openalex.org/I142476485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089845542","display_name":"Thibault Dardinier","orcid":"https://orcid.org/0000-0003-2719-4856"},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thibault Dardinier","raw_affiliation_strings":["\u00c9cole Polytechnique, Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique, Palaiseau, France","institution_ids":["https://openalex.org/I142476485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102961331","display_name":"Benjamin Doerr","orcid":"https://orcid.org/0000-0002-9786-220X"},"institutions":[{"id":"https://openalex.org/I4210139461","display_name":"Laboratoire d'Informatique de l'\u00c9cole Polytechnique","ror":"https://ror.org/04afed728","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210139461","https://openalex.org/I4210145102","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benjamin Doerr","raw_affiliation_strings":["\u00c9cole Polytechnique Laboratoire d'Informatique (LIX), Palaiseau, France","IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique Laboratoire d'Informatique (LIX), Palaiseau, France","institution_ids":["https://openalex.org/I4210139461"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)","institution_ids":["https://openalex.org/I4210145102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007815326","display_name":"Gautier Izacard","orcid":null},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Gautier Izacard","raw_affiliation_strings":["\u00c9cole Polytechnique, Palaiseau, France","FAIR - Facebook AI Research (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique, Palaiseau, France","institution_ids":["https://openalex.org/I142476485"]},{"raw_affiliation_string":"FAIR - Facebook AI Research (United States)","institution_ids":["https://openalex.org/I4210114444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050941313","display_name":"Dorian Nogneng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139461","display_name":"Laboratoire d'Informatique de l'\u00c9cole Polytechnique","ror":"https://ror.org/04afed728","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210139461","https://openalex.org/I4210145102","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dorian Nogneng","raw_affiliation_strings":["\u00c9cole Polytechnique Laboratoire d'Informatique (LIX), Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique Laboratoire d'Informatique (LIX), Palaiseau, France","institution_ids":["https://openalex.org/I4210139461"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1467","last_page":"1474"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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/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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9997000098228455,"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/benchmark","display_name":"Benchmark (surveying)","score":0.6788951754570007},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.6331626176834106},{"id":"https://openalex.org/keywords/logarithm","display_name":"Logarithm","score":0.6285236477851868},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6163273453712463},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.603987455368042},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5820630788803101},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5446634888648987},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.5375490188598633},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4914325475692749},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.48562946915626526},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.41637110710144043},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.365378201007843},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34956440329551697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15785345435142517}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6788951754570007},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.6331626176834106},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.6285236477851868},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6163273453712463},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.603987455368042},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5820630788803101},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5446634888648987},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.5375490188598633},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4914325475692749},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.48562946915626526},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.41637110710144043},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.365378201007843},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34956440329551697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15785345435142517},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3205455.3205563","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205455.3205563","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04484636v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04484636","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"GECCO '18: Genetic and Evolutionary Computation Conference, 2018, Kyoto, Japan. pp.1467-1474, &#x27E8;10.1145/3205455.3205563&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1528814484","https://openalex.org/W1569002781","https://openalex.org/W1631946645","https://openalex.org/W1956082775","https://openalex.org/W1985910644","https://openalex.org/W1989244967","https://openalex.org/W1993965167","https://openalex.org/W2046609661","https://openalex.org/W2061751517","https://openalex.org/W2129679961","https://openalex.org/W2137130066","https://openalex.org/W2156106639","https://openalex.org/W2160958384","https://openalex.org/W2290719151","https://openalex.org/W2474885930","https://openalex.org/W2730841851","https://openalex.org/W2731672985","https://openalex.org/W2964093760","https://openalex.org/W3122779104"],"related_works":["https://openalex.org/W2045049461","https://openalex.org/W1978893398","https://openalex.org/W4381094582","https://openalex.org/W1977906818","https://openalex.org/W2201908702","https://openalex.org/W2369625323","https://openalex.org/W2364579609","https://openalex.org/W1522139108","https://openalex.org/W2526745971","https://openalex.org/W2726551571"],"abstract_inverted_index":{"Evolutionary":[0],"algorithms,":[1],"being":[2],"problem-independent":[3],"and":[4,16],"randomized":[5],"heuristics,":[6],"are":[7,82,104],"generally":[8],"believed":[9],"to":[10,13,19,28,38,69,163],"be":[11],"robust":[12],"dynamic":[14,64,72,195],"changes":[15,196],"noisy":[17],"access":[18],"the":[20,51,54,59,63,67,100,119,126,160,165,178],"problem":[21],"instance.":[22],"We":[23],"propose":[24],"a":[25,71,132,141,151,174,190],"new":[26,43],"method":[27],"obtain":[29,79],"rigorous":[30],"runtime":[31],"results":[32,157],"for":[33,84,93,189],"such":[34,57,88,168],"settings.":[35],"In":[36],"contrast":[37],"many":[39],"previous":[40,110],"works,":[41],"our":[42,102],"approach":[44,176,186],"mostly":[45],"relies":[46],"on":[47],"general":[48],"parameters":[49],"of":[50,62,87,135,154,177,193],"dynamics":[52],"or":[53,66,197],"noise":[55],"models,":[56],"as":[58],"expected":[60],"change":[61,73],"optimum":[65,166],"probability":[68],"have":[70],"in":[74,99,109,167],"one":[75,113],"iteration.":[76],"Consequently,":[77],"we":[78,116],"bounds":[80,103],"which":[81],"valid":[83],"large":[85],"varieties":[86],"models.":[89],"Despite":[90],"this":[91],"generality,":[92],"almost":[94],"all":[95],"particular":[96,114],"models":[97],"regarded":[98],"past":[101],"stronger":[105],"than":[106],"those":[107],"given":[108],"works.":[111],"As":[112],"result,":[115],"prove":[117],"that":[118,159],"(1":[120],"+":[121],"\u03bb)":[122],"EA":[123],"can":[124],"optimize":[125],"OneMax":[127],"benchmark":[128],"function":[129],"efficiently":[130],"despite":[131],"constant":[133],"rate":[134],"1-bit":[136],"flip":[137],"noise.":[138,198],"For":[139],"this,":[140],"logarithmic":[142],"size":[143],"offspring":[144],"population":[145],"suffices":[146],"(the":[147],"previous-best":[148],"result":[149],"required":[150],"super-linear":[152],"value":[153],"\u03bb).":[155],"Our":[156],"suggest":[158],"typical":[161],"way":[162],"find":[164],"adverse":[169],"settings":[170],"is":[171],"not":[172],"via":[173,182],"steady":[175],"optimum,":[179],"but":[180],"rather":[181],"an":[183],"exceptionally":[184],"fast":[185],"after":[187],"waiting":[188],"rare":[191],"phase":[192],"low":[194]},"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":7}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
