{"id":"https://openalex.org/W2009900325","doi":"https://doi.org/10.1145/2245276.2245320","title":"Introducing intervention targeting into estimation of distribution algorithms","display_name":"Introducing intervention targeting into estimation of distribution algorithms","publication_year":2012,"publication_date":"2012-03-26","ids":{"openalex":"https://openalex.org/W2009900325","doi":"https://doi.org/10.1145/2245276.2245320","mag":"2009900325"},"language":"en","primary_location":{"id":"doi:10.1145/2245276.2245320","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2245276.2245320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th Annual ACM Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5052638499","display_name":"Geoffrey Neumann","orcid":null},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Geoffrey Neumann","raw_affiliation_strings":["University of Stirling, Stirling, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stirling, Stirling, United Kingdom","institution_ids":["https://openalex.org/I12093191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103057839","display_name":"David Cairns","orcid":"https://orcid.org/0000-0002-0246-3821"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Cairns","raw_affiliation_strings":["University of Stirling, Stirling, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stirling, Stirling, United Kingdom","institution_ids":["https://openalex.org/I12093191"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12093191"],"apc_list":null,"apc_paid":null,"fwci":0.7805,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68641279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"220","last_page":"225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9973000288009644,"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":0.9973000288009644,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9900000095367432,"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/crossover","display_name":"Crossover","score":0.9009801149368286},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.7879555225372314},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5432533025741577},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4998297691345215},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4937163293361664},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.49314016103744507},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.49003374576568604},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.48892465233802795},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37241536378860474},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28215813636779785},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27112600207328796},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12846392393112183}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.9009801149368286},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.7879555225372314},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5432533025741577},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4998297691345215},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4937163293361664},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.49314016103744507},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.49003374576568604},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.48892465233802795},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37241536378860474},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28215813636779785},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27112600207328796},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12846392393112183},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2245276.2245320","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2245276.2245320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th Annual ACM Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.44999998807907104,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1479911746","https://openalex.org/W1496341626","https://openalex.org/W1529520349","https://openalex.org/W1540706608","https://openalex.org/W1553675980","https://openalex.org/W1557784766","https://openalex.org/W1592130821","https://openalex.org/W1639032689","https://openalex.org/W1692958259","https://openalex.org/W1771002902","https://openalex.org/W2002664886","https://openalex.org/W2004617458","https://openalex.org/W2039568841","https://openalex.org/W2045268063","https://openalex.org/W2078324766","https://openalex.org/W2096446001","https://openalex.org/W2096590200","https://openalex.org/W2126811106","https://openalex.org/W2137789560","https://openalex.org/W3023540311","https://openalex.org/W3089502740","https://openalex.org/W4236136936","https://openalex.org/W7021264618"],"related_works":["https://openalex.org/W2347477706","https://openalex.org/W4299389082","https://openalex.org/W1943663474","https://openalex.org/W2306830238","https://openalex.org/W2110294633","https://openalex.org/W1978349322","https://openalex.org/W2014162767","https://openalex.org/W2115729582","https://openalex.org/W2809283963","https://openalex.org/W2367260997"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,16,63,80,94,104,141],"new":[4],"hybrid":[5],"Genetic":[6],"Algorithm":[7],"(GA)":[8],"crossover":[9,66],"approach,":[10],"Targeted":[11],"EDA":[12,83,114,137],"(TEDA),":[13],"that":[14,68,125],"combines":[15],"targeted":[17],"intervention":[18],"principle":[19],"with":[20],"Estimation":[21],"of":[22,40,47,73,79,96,107],"Distribution":[23],"Algorithms":[24],"(EDA)":[25],"to":[26,35,86,102,109,117,121,134],"solve":[27],"optimal":[28,143],"control":[29,75,144],"problems.":[30],"The":[31],"approach":[32,116],"is":[33,43,62,132],"suited":[34],"tasks":[36],"where":[37],"the":[38,71,128],"number":[39,72,106],"interventions":[41,76,108,120],"used":[42],"an":[44,113],"important":[45],"part":[46],"solution":[48],"fitness":[49],"and":[50,138],"includes":[51],"problems":[52],"such":[53],"as":[54],"cancer":[55],"chemotherapy":[56],"scheduling.":[57],"Fitness":[58],"Directed":[59],"Crossover":[60],"(FDC)":[61],"modified":[64],"GA":[65],"method":[67],"actively":[69],"drives":[70],"selected":[74,97],"towards":[77],"those":[78],"fitter":[81],"individual.":[82],"are":[84],"able":[85,133],"find":[87],"fit":[88],"solutions":[89],"by":[90,126],"discovering":[91],"patterns":[92],"within":[93],"population":[95],"individuals.":[98],"TEDA":[99,131],"uses":[100],"FDC":[101,139],"select":[103,118],"suitable":[105],"use":[110],"while":[111],"using":[112],"based":[115],"which":[119],"set.":[122],"Results":[123],"suggest":[124],"combining":[127],"two":[129],"approaches,":[130],"outperform":[135],"both":[136],"on":[140],"sample":[142],"problem.":[145]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}