{"id":"https://openalex.org/W4385189156","doi":"https://doi.org/10.1145/3583133.3590644","title":"Interactive Evolutionary Computation for Strategy Discovery in Multi-Phase Operations","display_name":"Interactive Evolutionary Computation for Strategy Discovery in Multi-Phase Operations","publication_year":2023,"publication_date":"2023-07-15","ids":{"openalex":"https://openalex.org/W4385189156","doi":"https://doi.org/10.1145/3583133.3590644"},"language":"en","primary_location":{"id":"doi:10.1145/3583133.3590644","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583133.3590644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","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/A5044828278","display_name":"Martin Ma\u0161ek","orcid":"https://orcid.org/0000-0001-8620-6779"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Martin Masek","raw_affiliation_strings":["Edith Cowan University, Joondalup, Australia"],"affiliations":[{"raw_affiliation_string":"Edith Cowan University, Joondalup, Australia","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101668261","display_name":"Luke Kelly","orcid":"https://orcid.org/0000-0002-5194-3821"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kelly Luke","raw_affiliation_strings":["Edith Cowan University, Joondalup, Australia"],"affiliations":[{"raw_affiliation_string":"Edith Cowan University, Joondalup, Australia","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086891792","display_name":"Jacob Snell","orcid":"https://orcid.org/0009-0004-2193-2795"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jacob Snell","raw_affiliation_strings":["Edith Cowan University, Joondalup, Australia"],"affiliations":[{"raw_affiliation_string":"Edith Cowan University, Joondalup, Australia","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066068307","display_name":"Daniel Wheat","orcid":"https://orcid.org/0009-0007-1941-9150"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daniel Wheat","raw_affiliation_strings":["Edith Cowan University, Joondalup, Australia"],"affiliations":[{"raw_affiliation_string":"Edith Cowan University, Joondalup, Australia","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078416291","display_name":"Chiou Peng Lam","orcid":"https://orcid.org/0000-0002-4843-9229"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chiou Peng Lam","raw_affiliation_strings":["Edith Cowan University, Joondalup, Australia"],"affiliations":[{"raw_affiliation_string":"Edith Cowan University, Joondalup, Australia","institution_ids":["https://openalex.org/I12079687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044828278"],"corresponding_institution_ids":["https://openalex.org/I12079687"],"apc_list":null,"apc_paid":null,"fwci":0.1235,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39529951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"743","last_page":"746"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9918000102043152,"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/T11309","display_name":"Music and Audio Processing","score":0.9708999991416931,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.736160397529602},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.6079596281051636},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.60725998878479},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.58027583360672},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5376914739608765},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5366231203079224},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5280115008354187},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5037376284599304},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5029813647270203},{"id":"https://openalex.org/keywords/evolution-strategy","display_name":"Evolution strategy","score":0.4797443151473999},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.47431302070617676},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4590202569961548},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.4254215359687805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38269078731536865},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37894466519355774},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1740063726902008},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14188328385353088}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.736160397529602},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.6079596281051636},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.60725998878479},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.58027583360672},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5376914739608765},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5366231203079224},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5280115008354187},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5037376284599304},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5029813647270203},{"id":"https://openalex.org/C207002847","wikidata":"https://www.wikidata.org/wiki/Q2912857","display_name":"Evolution strategy","level":3,"score":0.4797443151473999},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.47431302070617676},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4590202569961548},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.4254215359687805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38269078731536865},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37894466519355774},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1740063726902008},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14188328385353088},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/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/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583133.3590644","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583133.3590644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.47999998927116394}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326768","display_name":"Government of Western Australia","ror":"https://ror.org/00wqdbc63"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1568834902","https://openalex.org/W2150823748","https://openalex.org/W2151019861","https://openalex.org/W2152382740","https://openalex.org/W4250503569","https://openalex.org/W4312309732"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W3133779647","https://openalex.org/W4291270682","https://openalex.org/W85101999","https://openalex.org/W2391924736","https://openalex.org/W3190773221","https://openalex.org/W1560122427","https://openalex.org/W2780789525","https://openalex.org/W2802808995"],"abstract_inverted_index":{"Complex":[0],"adversarial":[1],"operations":[2],"typically":[3],"involve":[4],"the":[5,40,50,80,147,161],"allocation":[6],"of":[7,14,19,52,87,118,140,149],"finite":[8],"resources":[9,41,119],"to":[10,59,102,107,120,173],"meet":[11],"a":[12,17,23,75,111,130,137,141],"set":[13,85],"objectives":[15],"over":[16],"number":[18,86],"phases.":[20,54],"This":[21],"poses":[22],"challenge":[24],"for":[25,31,95],"AI-based":[26],"strategy":[27,30,143],"discovery.":[28],"A":[29],"one":[32,45],"phase":[33,46],"cannot":[34],"be":[35,121,128],"developed":[36],"in":[37,43,170],"isolation":[38],"as":[39],"available":[42],"any":[44],"are":[47],"dependent":[48],"on":[49,136],"outcome":[51],"previous":[53],"Our":[55],"proposed":[56],"solution":[57,82,135,177],"is":[58,110],"combine":[60],"an":[61,175],"evolutionary":[62],"algorithm":[63],"search":[64],"with":[65],"human-guided":[66],"evaluation.":[67],"The":[68,89,164],"approach":[69,109,166],"uses":[70],"simulation-based":[71],"fitness":[72],"evaluation,":[73],"where":[74,123],"human":[76],"operator":[77,90],"can":[78,91],"view":[79],"fittest":[81],"after":[83],"every":[84],"generations.":[88],"'lock":[92],"in'":[93],"strategies":[94,101,150],"particular":[96],"phases,":[97],"and":[98,145,157],"'suggest'":[99],"alternative":[100],"guide":[103],"further":[104],"evolution.":[105],"Key":[106],"our":[108,134],"representation":[112],"encoding":[113],"that":[114,151],"allows":[115],"relative":[116],"proportions":[117],"represented":[122],"actual":[124],"levels":[125],"may":[126],"not":[127],"known":[129],"priori.":[131],"We":[132],"evaluate":[133],"three-phase":[138],"scenario":[139],"real-time":[142],"game":[144],"compare":[146],"effectiveness":[148],"were":[152],"purely":[153,155],"human-devised,":[154],"evolved,":[156],"those":[158],"resulting":[159],"from":[160],"human-evolution":[162],"collaboration.":[163],"collaborative":[165],"shows":[167],"promising":[168],"results":[169],"being":[171],"able":[172],"find":[174],"optimum":[176],"earlier.":[178]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
