{"id":"https://openalex.org/W2054059514","doi":"https://doi.org/10.1109/cec.2014.6900558","title":"Bandits attack function optimization","display_name":"Bandits attack function optimization","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2054059514","doi":"https://doi.org/10.1109/cec.2014.6900558","mag":"2054059514"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2014.6900558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Congress on Evolutionary Computation (CEC)","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":null,"display_name":"Philippe Preux","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I174424907","display_name":"Laboratoire d'Informatique Fondamentale de Lille","ror":"https://ror.org/05rhg0h08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I174424907"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Preux","raw_affiliation_strings":["LIFL, Universit\u00e9 de Lille, France","Universit\u00e9 de Lille, LIFL (UMR 8022 CNRS), and INRIA, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIFL, Universit\u00e9 de Lille, France","institution_ids":["https://openalex.org/I174424907","https://openalex.org/I2279609970"]},{"raw_affiliation_string":"Universit\u00e9 de Lille, LIFL (UMR 8022 CNRS), and INRIA, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016419651","display_name":"R\u00e9mi Munos","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I174424907","display_name":"Laboratoire d'Informatique Fondamentale de Lille","ror":"https://ror.org/05rhg0h08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I174424907"]},{"id":"https://openalex.org/I4210160005","display_name":"Computer Science Laboratory of Lille","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210160005"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Remi Munos","raw_affiliation_strings":["INRIA, LIFL, Lille, France","INRIA, and LIFL, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA, LIFL, Lille, France","institution_ids":["https://openalex.org/I4210160005"]},{"raw_affiliation_string":"INRIA, and LIFL, Lille, France","institution_ids":["https://openalex.org/I174424907","https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106038276","display_name":"Michal Valko","orcid":"https://orcid.org/0009-0007-8593-7765"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I174424907","display_name":"Laboratoire d'Informatique Fondamentale de Lille","ror":"https://ror.org/05rhg0h08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I174424907"]},{"id":"https://openalex.org/I4210160005","display_name":"Computer Science Laboratory of Lille","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210160005"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michal Valko","raw_affiliation_strings":["INRIA, LIFL, Lille, France","INRIA, and LIFL, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA, LIFL, Lille, France","institution_ids":["https://openalex.org/I4210160005"]},{"raw_affiliation_string":"INRIA, and LIFL, Lille, France","institution_ids":["https://openalex.org/I174424907","https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.042,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.95047819,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2245","last_page":"2252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":1.0,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9934999942779541,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9901999831199646,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.7415574193000793},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.6786853671073914},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6143704652786255},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5463084578514099},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5386090278625488},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5301181674003601},{"id":"https://openalex.org/keywords/constrained-optimization","display_name":"Constrained optimization","score":0.4764052927494049},{"id":"https://openalex.org/keywords/continuous-optimization","display_name":"Continuous optimization","score":0.4555971622467041},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2534022927284241},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.21050721406936646}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7415574193000793},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.6786853671073914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6143704652786255},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5463084578514099},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5386090278625488},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5301181674003601},{"id":"https://openalex.org/C55660270","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization","level":2,"score":0.4764052927494049},{"id":"https://openalex.org/C92995354","wikidata":"https://www.wikidata.org/wiki/Q5165499","display_name":"Continuous optimization","level":4,"score":0.4555971622467041},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2534022927284241},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.21050721406936646},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2014.6900558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W56921542","https://openalex.org/W57706852","https://openalex.org/W1553290137","https://openalex.org/W1881419322","https://openalex.org/W1998498767","https://openalex.org/W2009551863","https://openalex.org/W2039522160","https://openalex.org/W2073107347","https://openalex.org/W2096678000","https://openalex.org/W2113741278","https://openalex.org/W2155382668","https://openalex.org/W2168405694","https://openalex.org/W2182761707","https://openalex.org/W3022747650","https://openalex.org/W4234228486","https://openalex.org/W4285719527","https://openalex.org/W4294239562","https://openalex.org/W6602312368","https://openalex.org/W6632992360","https://openalex.org/W6682362369","https://openalex.org/W6842800053"],"related_works":["https://openalex.org/W2355999325","https://openalex.org/W2957709178","https://openalex.org/W2124446612","https://openalex.org/W2401774879","https://openalex.org/W2884225201","https://openalex.org/W2963473801","https://openalex.org/W4392186863","https://openalex.org/W4298668973","https://openalex.org/W1946380939","https://openalex.org/W2092834013"],"abstract_inverted_index":{"We":[0,27,67,103],"consider":[1,28],"function":[2,21],"optimization":[3,44,61,128],"as":[4],"a":[5,33,37,75],"sequential":[6],"decision":[7],"making":[8],"problem":[9,40,45],"under":[10],"the":[11,17,25,48,56,63,69,90,93,97,101,114,120],"budget":[12],"constraint.":[13],"Such":[14],"constraint":[15],"limits":[16],"number":[18],"of":[19,36,55,85,100,117],"objective":[20,125],"evaluations":[22],"allowed":[23],"during":[24],"optimization.":[26],"an":[29,87],"algorithm":[30,77],"inspired":[31],"by":[32,46,80],"continuous":[34],"version":[35],"multi-armed":[38],"bandit":[39],"which":[41],"attacks":[42],"this":[43,105],"solving":[47],"tradeoff":[49],"between":[50],"exploration":[51],"(initial":[52],"quasi-uniform":[53],"search":[54],"domain)":[57],"and":[58,96,112],"exploitation":[59],"(local":[60],"around":[62],"potentially":[64],"global":[65],"maxima).":[66],"introduce":[68],"so-called":[70],"Simultaneous":[71],"Optimistic":[72],"Optimization":[73],"(SOO),":[74],"deterministic":[76],"that":[78],"works":[79],"domain":[81],"partitioning.":[82],"The":[83],"benefit":[84],"such":[86],"approach":[88,109],"are":[89],"guarantees":[91],"on":[92,119,123],"returned":[94],"solution":[95],"numerical":[98,127],"efficiency":[99],"algorithm.":[102],"present":[104],"machine":[106],"learning":[107],"rooted":[108],"to":[110],"optimization,":[111],"provide":[113],"empirical":[115],"assessment":[116],"SOO":[118],"CEC'2014":[121],"competition":[122],"single":[124],"real-parameter":[126],"testsuite.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
