{"id":"https://openalex.org/W1970965128","doi":"https://doi.org/10.1145/1516533.1516535","title":"On the use of memory and resources in minority games","display_name":"On the use of memory and resources in minority games","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W1970965128","doi":"https://doi.org/10.1145/1516533.1516535","mag":"1970965128"},"language":"en","primary_location":{"id":"doi:10.1145/1516533.1516535","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1516533.1516535","pdf_url":null,"source":{"id":"https://openalex.org/S16632050","display_name":"ACM Transactions on Autonomous and Adaptive Systems","issn_l":"1556-4665","issn":["1556-4665","1556-4703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Autonomous and Adaptive Systems","raw_type":"journal-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/A5104011729","display_name":"Ricardo M. Ara\u00fajo","orcid":null},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Ricardo M. Araujo","raw_affiliation_strings":["Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil","[Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil","institution_ids":["https://openalex.org/I130442723"]},{"raw_affiliation_string":"[Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil]","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002143669","display_name":"Lu\u00eds C. Lamb","orcid":"https://orcid.org/0000-0003-1571-165X"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luis C. Lamb","raw_affiliation_strings":["Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil","[Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil","institution_ids":["https://openalex.org/I130442723"]},{"raw_affiliation_string":"[Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil]","institution_ids":["https://openalex.org/I130442723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5104011729"],"corresponding_institution_ids":["https://openalex.org/I130442723"],"apc_list":null,"apc_paid":null,"fwci":2.1359,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.9138585,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"4","issue":"2","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9919000267982483,"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"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9919000267982483,"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/T11031","display_name":"Game Theory and Applications","score":0.9883000254631042,"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/T12137","display_name":"Economic theories and models","score":0.9839000105857849,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8650850057601929},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.649712085723877},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6335484385490417},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5980715155601501},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5524142384529114},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5488680601119995},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5350173115730286},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4694390296936035},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1322750449180603}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8650850057601929},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.649712085723877},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6335484385490417},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5980715155601501},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5524142384529114},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5488680601119995},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5350173115730286},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4694390296936035},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1322750449180603},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1516533.1516535","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1516533.1516535","pdf_url":null,"source":{"id":"https://openalex.org/S16632050","display_name":"ACM Transactions on Autonomous and Adaptive Systems","issn_l":"1556-4665","issn":["1556-4665","1556-4703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Autonomous and Adaptive Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W74279601","https://openalex.org/W81299767","https://openalex.org/W82142180","https://openalex.org/W1547561937","https://openalex.org/W1556793517","https://openalex.org/W1575989700","https://openalex.org/W1577300052","https://openalex.org/W1596324102","https://openalex.org/W1718004567","https://openalex.org/W1963576113","https://openalex.org/W1978970913","https://openalex.org/W1987655776","https://openalex.org/W1990502139","https://openalex.org/W2004156369","https://openalex.org/W2008486327","https://openalex.org/W2010941377","https://openalex.org/W2014852613","https://openalex.org/W2021198656","https://openalex.org/W2037014352","https://openalex.org/W2043787485","https://openalex.org/W2055928475","https://openalex.org/W2056981371","https://openalex.org/W2059500611","https://openalex.org/W2060767893","https://openalex.org/W2091471286","https://openalex.org/W2091653681","https://openalex.org/W2097865495","https://openalex.org/W2099815249","https://openalex.org/W2101855943","https://openalex.org/W2107405399","https://openalex.org/W2108793901","https://openalex.org/W2111426473","https://openalex.org/W2126554879","https://openalex.org/W2133096155","https://openalex.org/W2141731833","https://openalex.org/W2148962857","https://openalex.org/W2171623199","https://openalex.org/W2284330674","https://openalex.org/W2329310016","https://openalex.org/W2548340629","https://openalex.org/W2608239929","https://openalex.org/W3034340860","https://openalex.org/W3038611684","https://openalex.org/W3090393195","https://openalex.org/W3098542421","https://openalex.org/W3099201859","https://openalex.org/W3100643943","https://openalex.org/W3105424838","https://openalex.org/W3140968660","https://openalex.org/W4240527038","https://openalex.org/W4388376363","https://openalex.org/W6634489592"],"related_works":["https://openalex.org/W2997567050","https://openalex.org/W1533421371","https://openalex.org/W1483272040","https://openalex.org/W4283377908","https://openalex.org/W2003050223","https://openalex.org/W2091777911","https://openalex.org/W2360975119","https://openalex.org/W2372487155","https://openalex.org/W22250162","https://openalex.org/W2360090247"],"abstract_inverted_index":{"The":[0],"use":[1],"of":[2,16,46,66,116,120],"resources":[3],"in":[4,18,40,83,113,144],"multiagent":[5],"learning":[6,55,68],"systems":[7],"is":[8,69,150],"a":[9,14,117,136,176],"relevant":[10],"research":[11],"problem,":[12],"with":[13,36,153],"number":[15],"applications":[17],"resource":[19,26,122],"allocation,":[20],"communication":[21,38],"and":[22,51,110],"synchronization.":[23],"Multiagent":[24],"distributed":[25,121],"allocation":[27,123],"requires":[28],"that":[29,143,175],"agents":[30,56,160],"act":[31],"on":[32,94],"limited,":[33],"localized":[34],"information":[35,76],"minimum":[37],"overhead":[39],"order":[41],"to":[42,60,70,77],"optimize":[43],"the":[44,98,114,171],"distribution":[45],"available":[47],"resources.":[48],"When":[49,81],"requirements":[50],"constraints":[52],"are":[53,89,161],"dynamic,":[54],"may":[57],"be":[58],"needed":[59],"allow":[61],"for":[62,170],"adaptation.":[63],"One":[64],"way":[65],"accomplishing":[67],"observe":[71],"past":[72],"outcomes,":[73],"using":[74,131],"such":[75,145],"improve":[78],"future":[79],"decisions.":[80],"limits":[82],"agents'":[84,109],"memory":[85,155],"or":[86],"observation":[87,99],"capabilities":[88],"assumed,":[90],"one":[91],"must":[92],"decide":[93],"how":[95,104],"large":[96],"should":[97],"window":[100],"be.":[101],"We":[102,128,164],"investigate":[103],"this":[105],"decision":[106],"influences":[107],"both":[108],"system's":[111],"performance":[112,149],"context":[115],"special":[118],"class":[119],"problems,":[124],"namely":[125],"dispersion":[126,138],"games.":[127],"show":[129],"by":[130],"several":[132],"numerical":[133],"experiments":[134],"over":[135],"specific":[137],"game":[139],"(the":[140],"Minority":[141],"Game)":[142],"scenario":[146],"an":[147,167],"agent's":[148],"non-monotonically":[151],"correlated":[152],"her":[154],"size":[156],"when":[157],"all":[158],"other":[159],"kept":[162],"unchanged.":[163],"then":[165],"provide":[166],"information-theoretic":[168],"explanation":[169],"observed":[172],"behaviors,":[173],"showing":[174],"downward":[177],"causation":[178],"effect":[179],"takes":[180],"place.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}