{"id":"https://openalex.org/W2068070040","doi":"https://doi.org/10.1109/cec.2014.6900426","title":"Using estimation of distribution algorithm to coordinate decentralized learning automata for meta-task scheduling","display_name":"Using estimation of distribution algorithm to coordinate decentralized learning automata for meta-task scheduling","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2068070040","doi":"https://doi.org/10.1109/cec.2014.6900426","mag":"2068070040"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2014.6900426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900426","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":"https://openalex.org/A5100392758","display_name":"Jie Li","orcid":"https://orcid.org/0000-0002-0371-1241"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Li","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China","Department of Computer Science and Technology, Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, 200092, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100648251","display_name":"Junqi Zhang","orcid":"https://orcid.org/0000-0002-4465-5880"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junqi Zhang","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, Shanghai, CN","Department of Computer Science and Technology, Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, 200092, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, Shanghai, CN","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, 200092, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100392758"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":0.6896,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75010209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"2077","last_page":"2084"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12288","display_name":"Optimization and Search Problems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-automata","display_name":"Learning automata","score":0.8422346115112305},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7470660209655762},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.6123782396316528},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5771607160568237},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.5146349668502808},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.49392491579055786},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.45971277356147766},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.420075386762619},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3820876479148865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35256895422935486},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3496541976928711},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.27612271904945374},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13796064257621765}],"concepts":[{"id":"https://openalex.org/C2776807809","wikidata":"https://www.wikidata.org/wiki/Q6510160","display_name":"Learning automata","level":3,"score":0.8422346115112305},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7470660209655762},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.6123782396316528},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5771607160568237},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.5146349668502808},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.49392491579055786},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.45971277356147766},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.420075386762619},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3820876479148865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35256895422935486},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3496541976928711},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.27612271904945374},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13796064257621765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2014.6900426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900426","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W187510605","https://openalex.org/W1479911746","https://openalex.org/W1484572763","https://openalex.org/W1507683010","https://openalex.org/W1538558539","https://openalex.org/W1675546154","https://openalex.org/W1834263542","https://openalex.org/W1903036498","https://openalex.org/W1968176462","https://openalex.org/W1977270579","https://openalex.org/W1995654107","https://openalex.org/W1999875440","https://openalex.org/W2003085167","https://openalex.org/W2004141642","https://openalex.org/W2005294352","https://openalex.org/W2015555077","https://openalex.org/W2017334681","https://openalex.org/W2025397485","https://openalex.org/W2032470110","https://openalex.org/W2037166173","https://openalex.org/W2056361826","https://openalex.org/W2080747453","https://openalex.org/W2098418957","https://openalex.org/W2100722435","https://openalex.org/W2101721652","https://openalex.org/W2102574543","https://openalex.org/W2104226284","https://openalex.org/W2105439786","https://openalex.org/W2115663543","https://openalex.org/W2134648356","https://openalex.org/W2136345626","https://openalex.org/W2149065651","https://openalex.org/W2158832545","https://openalex.org/W2164636053","https://openalex.org/W2165269905","https://openalex.org/W2165675317","https://openalex.org/W3104933531","https://openalex.org/W6628782388","https://openalex.org/W6632269551"],"related_works":["https://openalex.org/W2736680465","https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2288872327","https://openalex.org/W2489338148","https://openalex.org/W576785828","https://openalex.org/W2613833673","https://openalex.org/W1484572763","https://openalex.org/W4388511637","https://openalex.org/W2074131991"],"abstract_inverted_index":{"Learning":[0],"automaton":[1,89,150],"(LA)":[2],"is":[3,22,98,151],"a":[4,17,26,31,84,92,168],"reinforcement":[5],"learning":[6,42,48,88,119],"model":[7],"that":[8,51,179],"aims":[9],"to":[10,72,116,153,189],"determine":[11],"the":[12,54,101,117,127,130,144,155,180],"optimal":[13],"action":[14,62],"out":[15],"of":[16,19,33,46,110,121,129,158,170],"set":[18],"actions.":[20],"It":[21],"characterized":[23],"by":[24,141],"updating":[25],"selection":[27,67,94],"probability":[28,68,95,102],"vector":[29,96],"through":[30],"sequence":[32],"repetitive":[34],"feedback":[35],"cycles":[36],"interacting":[37],"with":[38,100],"an":[39,61,74,184],"environment.":[40],"Decentralized":[41],"automata":[43,49],"(DLAs)":[44],"consists":[45],"many":[47],"(LAs)":[50],"learn":[52],"at":[53],"same":[55],"time.":[56],"Each":[57],"LA":[58,107,114,123],"independently":[59],"selects":[60],"based":[63],"on":[64],"its":[65],"own":[66,118],"vector.":[69],"In":[70],"order":[71],"provide":[73],"appropriate":[75],"central":[76],"coordination":[77,87],"mechanism":[78],"in":[79,161],"DLAs,":[80],"this":[81],"paper":[82],"proposes":[83],"novel":[85],"decentralized":[86,136],"(DCLA)":[90],"using":[91,143],"new":[93],"which":[97],"combined":[99],"vectors":[103],"derived":[104],"from":[105],"both":[106],"and":[108,186],"estimation":[109],"distribution":[111,128],"algorithm":[112],"(EDA).":[113],"contributes":[115],"experience":[120],"each":[122],"while":[124],"EDA":[125,142],"estimates":[126],"whole":[131],"swarm's":[132,145],"promising":[133],"individuals.":[134],"Thus,":[135],"LAs":[137,191],"can":[138],"be":[139],"coordinated":[140],"comprehensive":[146],"knowledge.":[147],"The":[148,176],"proposed":[149,181],"applied":[152],"solve":[154],"real":[156],"problem":[157],"meta-task":[159],"scheduling":[160],"heterogeneous":[162],"computing":[163],"system.":[164],"Extensive":[165],"experiments":[166],"demonstrate":[167],"superiority":[169],"DCLA":[171,182],"over":[172],"other":[173],"counterpart":[174],"algorithms.":[175],"results":[177],"show":[178],"provides":[183],"effective":[185],"efficient":[187],"way":[188],"coordinate":[190],"for":[192],"solving":[193],"complicated":[194],"problems.":[195]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
