{"id":"https://openalex.org/W2132519943","doi":"https://doi.org/10.1109/cec.2009.4982970","title":"Extreme compass and Dynamic Multi-Armed Bandits for Adaptive Operator Selection","display_name":"Extreme compass and Dynamic Multi-Armed Bandits for Adaptive Operator Selection","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2132519943","doi":"https://doi.org/10.1109/cec.2009.4982970","mag":"2132519943"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2009.4982970","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4982970","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/inria-00377450","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110382787","display_name":"Jorge Maturana","orcid":null},"institutions":[{"id":"https://openalex.org/I49451733","display_name":"Universit\u00e9 d'Angers","ror":"https://ror.org/04yrqp957","country_code":"FR","type":"education","lineage":["https://openalex.org/I49451733"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Jorge Maturana","raw_affiliation_strings":["LERIA Laboratory, Universit\u00e9 d''Angers, Angers, France"],"affiliations":[{"raw_affiliation_string":"LERIA Laboratory, Universit\u00e9 d''Angers, Angers, France","institution_ids":["https://openalex.org/I49451733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076355487","display_name":"\u00c1lvaro Fialho","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161634","display_name":"Microsoft (France)","ror":"https://ror.org/0521n7n83","country_code":"FR","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210161634"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alvaro Fialho","raw_affiliation_strings":["Microsoft Research-INRIA Joint Centre, Orsay, France"],"affiliations":[{"raw_affiliation_string":"Microsoft Research-INRIA Joint Centre, Orsay, France","institution_ids":["https://openalex.org/I4210161634","https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110660182","display_name":"Fr\u00e9d\u00e9ric Saubion","orcid":"https://orcid.org/0000-0001-8227-7174"},"institutions":[{"id":"https://openalex.org/I49451733","display_name":"Universit\u00e9 d'Angers","ror":"https://ror.org/04yrqp957","country_code":"FR","type":"education","lineage":["https://openalex.org/I49451733"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Frederic Saubion","raw_affiliation_strings":["LERIA Laboratory, Universit\u00e9 d''Angers, Angers, France"],"affiliations":[{"raw_affiliation_string":"LERIA Laboratory, Universit\u00e9 d''Angers, Angers, France","institution_ids":["https://openalex.org/I49451733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081938847","display_name":"Marc Schoenauer","orcid":"https://orcid.org/0000-0003-1450-6830"},"institutions":[{"id":"https://openalex.org/I4210161634","display_name":"Microsoft (France)","ror":"https://ror.org/0521n7n83","country_code":"FR","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210161634"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210126360","display_name":"Inria Saclay - \u00cele de France","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Schoenauer","raw_affiliation_strings":["Microsoft Research-INRIA Joint Centre, Orsay, France","TAO, LRI (UMR CNRS 8623), INRIA Saclay \u00eele-de-France, Orsay, France"],"affiliations":[{"raw_affiliation_string":"Microsoft Research-INRIA Joint Centre, Orsay, France","institution_ids":["https://openalex.org/I4210161634","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"TAO, LRI (UMR CNRS 8623), INRIA Saclay \u00eele-de-France, Orsay, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002747181","display_name":"Mich\u00e8le S\u00e9bag","orcid":"https://orcid.org/0000-0002-8291-7706"},"institutions":[{"id":"https://openalex.org/I4210161634","display_name":"Microsoft (France)","ror":"https://ror.org/0521n7n83","country_code":"FR","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210161634"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210126360","display_name":"Inria Saclay - \u00cele de France","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michele Sebag","raw_affiliation_strings":["Microsoft Research-INRIA Joint Centre, Orsay, France","TAO, LRI (UMR CNRS 8623), INRIA Saclay \u00eele-de-France, Orsay, France"],"affiliations":[{"raw_affiliation_string":"Microsoft Research-INRIA Joint Centre, Orsay, France","institution_ids":["https://openalex.org/I4210161634","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"TAO, LRI (UMR CNRS 8623), INRIA Saclay \u00eele-de-France, Orsay, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5110382787"],"corresponding_institution_ids":["https://openalex.org/I49451733"],"apc_list":null,"apc_paid":null,"fwci":9.9112,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.98170102,"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":"365","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991000294685364,"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":0.9991000294685364,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9987000226974487,"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":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.7667490243911743},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6744354963302612},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6063423156738281},{"id":"https://openalex.org/keywords/genetic-operator","display_name":"Genetic operator","score":0.5547055602073669},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5140210390090942},{"id":"https://openalex.org/keywords/compass","display_name":"Compass","score":0.5139910578727722},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47455793619155884},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4301838278770447},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40590399503707886},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3339754641056061},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.22753268480300903},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17115896940231323}],"concepts":[{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.7667490243911743},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6744354963302612},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6063423156738281},{"id":"https://openalex.org/C9899798","wikidata":"https://www.wikidata.org/wiki/Q629399","display_name":"Genetic operator","level":4,"score":0.5547055602073669},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5140210390090942},{"id":"https://openalex.org/C2778361833","wikidata":"https://www.wikidata.org/wiki/Q34735","display_name":"Compass","level":2,"score":0.5139910578727722},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47455793619155884},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4301838278770447},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40590399503707886},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3339754641056061},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.22753268480300903},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17115896940231323},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C184497298","wikidata":"https://www.wikidata.org/wiki/Q7229773","display_name":"Population-based incremental learning","level":3,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","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/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2009.4982970","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4982970","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.229.2378","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.229.2378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hal.archives-ouvertes.fr/docs/00/46/11/99/PDF/PaperCEC09.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:inria-00377450v3","is_oa":true,"landing_page_url":"https://inria.hal.science/inria-00377450","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Congress on Evolutionary Computation (CEC), IEEE, May 2009, Trondheim, Norway. pp.365-372, &#x27E8;10.1109/CEC.2009.4982970&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:inria-00377450v3","is_oa":true,"landing_page_url":"https://inria.hal.science/inria-00377450","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Congress on Evolutionary Computation (CEC), IEEE, May 2009, Trondheim, Norway. pp.365-372, &#x27E8;10.1109/CEC.2009.4982970&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1487965496","https://openalex.org/W1489189098","https://openalex.org/W1508957461","https://openalex.org/W1531201621","https://openalex.org/W1543258308","https://openalex.org/W1552300222","https://openalex.org/W1563965013","https://openalex.org/W1566803874","https://openalex.org/W1659703095","https://openalex.org/W1666763039","https://openalex.org/W1873774221","https://openalex.org/W1978087130","https://openalex.org/W1996445475","https://openalex.org/W2009284788","https://openalex.org/W2036265926","https://openalex.org/W2051903196","https://openalex.org/W2135366549","https://openalex.org/W2145737320","https://openalex.org/W2148948822","https://openalex.org/W2150413047","https://openalex.org/W2168405694","https://openalex.org/W2294582607","https://openalex.org/W2395284556","https://openalex.org/W3101551212","https://openalex.org/W4246309810","https://openalex.org/W4249116379","https://openalex.org/W6629297687","https://openalex.org/W6629443124","https://openalex.org/W6631633985","https://openalex.org/W6633845771","https://openalex.org/W6633859084","https://openalex.org/W6697515318"],"related_works":["https://openalex.org/W2384688531","https://openalex.org/W2369541038","https://openalex.org/W3139192388","https://openalex.org/W3093628054","https://openalex.org/W2370971488","https://openalex.org/W1999932150","https://openalex.org/W2380528023","https://openalex.org/W2126222329","https://openalex.org/W2353946435","https://openalex.org/W2122686907"],"abstract_inverted_index":{"The":[0,19],"goal":[1],"of":[2,10,13,43,79,100,147,158],"adaptive":[3,68],"operator":[4,45,53,59,69],"selection":[5,54,70,112],"is":[6,22],"the":[7,11,28,33,41,52,77,85,94,98,101,116,135,148,154],"on-line":[8],"control":[9,20],"choice":[12],"variation":[14],"operators":[15,63,80],"within":[16],"evolutionary":[17],"algorithms.":[18],"process":[21],"based":[23,60,114],"on":[24,61,115],"two":[25],"main":[26],"components,":[27],"credit":[29],"assignment,":[30],"that":[31,35,56],"defines":[32],"reward":[34],"will":[36],"be":[37],"used":[38],"to":[39,90,131],"evaluate":[40],"quality":[42],"an":[44],"after":[46],"it":[47],"has":[48],"been":[49],"applied,":[50],"and":[51,103,125],"mechanism,":[55],"selects":[57],"one":[58],"some":[62],"qualities.":[64],"Two":[65],"previously":[66],"developed":[67],"methods":[71],"are":[72,140],"combined":[73],"here:":[74],"Compass":[75],"evaluates":[76],"performance":[78],"by":[81],"considering":[82],"not":[83],"only":[84],"fitness":[86],"improvements":[87],"from":[88],"parent":[89],"offspring,":[91],"but":[92],"also":[93],"way":[95],"they":[96],"modify":[97],"diversity":[99],"population,":[102],"their":[104],"execution":[105],"time;":[106],"dynamic":[107],"multi-armed":[108],"bandit":[109],"proposes":[110],"a":[111,121],"strategy":[113],"well-known":[117],"UCB":[118],"algorithm,":[119],"achieving":[120],"compromise":[122],"between":[123],"exploitation":[124],"exploration,":[126],"while":[127],"nevertheless":[128],"quickly":[129],"adapting":[130],"changes.":[132],"Tests":[133],"with":[134],"proposed":[136],"method,":[137],"called":[138],"ExCoDyMAB,":[139],"carried":[141],"out":[142],"using":[143],"several":[144],"hard":[145],"instances":[146],"satisfiability":[149],"problem":[150],"(SAT).":[151],"Results":[152],"show":[153],"good":[155],"synergetic":[156],"effect":[157],"combining":[159],"both":[160],"approaches.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
