{"id":"https://openalex.org/W2022605100","doi":"https://doi.org/10.1145/2725494.2725509","title":"Understanding Simple Asynchronous Evolutionary Algorithms","display_name":"Understanding Simple Asynchronous Evolutionary Algorithms","publication_year":2015,"publication_date":"2015-01-17","ids":{"openalex":"https://openalex.org/W2022605100","doi":"https://doi.org/10.1145/2725494.2725509","mag":"2022605100"},"language":"en","primary_location":{"id":"doi:10.1145/2725494.2725509","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2725494.2725509","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII","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/A5077281790","display_name":"Eric O. Scott","orcid":"https://orcid.org/0000-0003-2101-4420"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eric O. Scott","raw_affiliation_strings":["George Mason University, Fairfax, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George Mason University, Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111782149","display_name":"Kenneth De Jong","orcid":"https://orcid.org/0000-0002-2799-280X"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenneth A. De Jong","raw_affiliation_strings":["George Mason University, Fairfax, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George Mason University, Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077281790"],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":null,"apc_paid":null,"fwci":6.232,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.96422969,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","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/T11975","display_name":"Evolutionary Algorithms and Applications","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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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":0.9990000128746033,"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/asynchronous-communication","display_name":"Asynchronous communication","score":0.9147370457649231},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7524031400680542},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.6211024522781372},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6054352521896362},{"id":"https://openalex.org/keywords/synchronizer","display_name":"Synchronizer","score":0.5807245373725891},{"id":"https://openalex.org/keywords/idle","display_name":"Idle","score":0.5746078491210938},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.49271872639656067},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.48036035895347595},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4616265594959259},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.46000415086746216},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44737163186073303},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3435683846473694},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.23040136694908142},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17551609873771667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1506638526916504}],"concepts":[{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.9147370457649231},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7524031400680542},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.6211024522781372},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6054352521896362},{"id":"https://openalex.org/C66727535","wikidata":"https://www.wikidata.org/wiki/Q7662199","display_name":"Synchronizer","level":2,"score":0.5807245373725891},{"id":"https://openalex.org/C16320812","wikidata":"https://www.wikidata.org/wiki/Q1812200","display_name":"Idle","level":2,"score":0.5746078491210938},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.49271872639656067},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.48036035895347595},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4616265594959259},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.46000415086746216},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44737163186073303},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3435683846473694},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.23040136694908142},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17551609873771667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1506638526916504},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2725494.2725509","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2725494.2725509","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.722.9756","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.722.9756","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://mason.gmu.edu/%7Eescott8/publications/ScottDeJong_FOGA2015.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7416858485","display_name":null,"funder_award_id":"IIS/RI-1302256","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W79005455","https://openalex.org/W120878463","https://openalex.org/W123053500","https://openalex.org/W422820010","https://openalex.org/W1036195498","https://openalex.org/W1489417573","https://openalex.org/W1504935863","https://openalex.org/W1541691514","https://openalex.org/W1547618122","https://openalex.org/W1555017046","https://openalex.org/W1636497032","https://openalex.org/W1774977295","https://openalex.org/W1827638610","https://openalex.org/W1837361310","https://openalex.org/W1957053378","https://openalex.org/W2009561441","https://openalex.org/W2019192630","https://openalex.org/W2030640142","https://openalex.org/W2043218896","https://openalex.org/W2055958863","https://openalex.org/W2093359617","https://openalex.org/W2105451315","https://openalex.org/W2107071802","https://openalex.org/W2110420314","https://openalex.org/W2119396705","https://openalex.org/W2130539818","https://openalex.org/W2134486976","https://openalex.org/W2134954564","https://openalex.org/W2138385386","https://openalex.org/W2164499054","https://openalex.org/W2166348281","https://openalex.org/W2166518494","https://openalex.org/W2481226868","https://openalex.org/W2913205451"],"related_works":["https://openalex.org/W2380488590","https://openalex.org/W2381770863","https://openalex.org/W1989099935","https://openalex.org/W2387092654","https://openalex.org/W2378481815","https://openalex.org/W4243423627","https://openalex.org/W2363501999","https://openalex.org/W2085176118","https://openalex.org/W2097709559","https://openalex.org/W2383170059"],"abstract_inverted_index":{"In":[0,76],"many":[1],"applications":[2],"of":[3,13,43,56,68,116,123],"evolutionary":[4,70,96],"algorithms,":[5],"the":[6,11,20,54,66,86,107],"time":[7,34,49,58],"required":[8],"to":[9,41,46,52,61,91],"evaluate":[10],"fitness":[12],"individuals":[14],"is":[15,26,72,79],"long":[16],"and":[17,50,125],"variable.":[18],"When":[19],"variance":[21],"in":[22,35,121],"individual":[23],"evaluation":[24],"times":[25],"non-negligible,":[27],"traditional,":[28],"synchronous":[29],"master-slave":[30],"EAs":[31,44],"incur":[32],"idle":[33,48],"CPU":[36],"resources.":[37],"An":[38],"asynchronous":[39,69,87,118],"approach":[40],"parallelization":[42],"promises":[45],"eliminate":[47],"thereby":[51],"reduce":[53],"amount":[55],"wall-clock":[57],"it":[59,78],"takes":[60],"solve":[62],"a":[63,100,113],"problem.":[64],"However,":[65],"behavior":[67],"algorithms":[71],"not":[73,80],"well":[74],"understood.":[75],"particular,":[77],"clear":[81],"exactly":[82],"how":[83],"much":[84],"faster":[85],"algorithm":[88],"will":[89],"tend":[90],"run,":[92],"or":[93],"whether":[94],"its":[95],"trajectory":[97],"may":[98],"follow":[99],"sub-optimal":[101],"search":[102],"path":[103],"that":[104],"cancels":[105],"out":[106],"promised":[108],"benefits.":[109],"This":[110],"paper":[111],"presents":[112],"preliminary":[114],"analysis":[115],"simple":[117],"EA":[119],"performance":[120],"terms":[122],"speed":[124],"problem-solving":[126],"ability.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
