{"id":"https://openalex.org/W2807845952","doi":"https://doi.org/10.1145/3319619.3323367","title":"Theory of estimation-of-distribution algorithms","display_name":"Theory of estimation-of-distribution algorithms","publication_year":2019,"publication_date":"2019-07-10","ids":{"openalex":"https://openalex.org/W2807845952","doi":"https://doi.org/10.1145/3319619.3323367","mag":"2807845952"},"language":"en","primary_location":{"id":"doi:10.1145/3319619.3323367","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3319619.3323367","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://orbit.dtu.dk/en/publications/7675dc9f-9724-4aa6-b102-13296fbd625e","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038689623","display_name":"Carsten Witt","orcid":"https://orcid.org/0000-0002-6105-7700"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Carsten Witt","raw_affiliation_strings":["Technical University of Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038689623"],"corresponding_institution_ids":["https://openalex.org/I96673099"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1197","last_page":"1225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9894000291824341,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9894000291824341,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9803000092506409,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.939300000667572,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5982471108436584},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5630462169647217},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5201302170753479},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.47881442308425903},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.437623530626297},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25639551877975464},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08624181151390076}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5982471108436584},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5630462169647217},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5201302170753479},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.47881442308425903},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.437623530626297},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25639551877975464},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08624181151390076},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3319619.3323367","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3319619.3323367","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/0536bc10-eb5b-4954-ba4d-2f5e921b6908","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/0536bc10-eb5b-4954-ba4d-2f5e921b6908","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Witt , C 2018 , Theory of estimation-of-distribution algorithms . in Proceedings of the Genetic and Evolutionary Computation Conference Companion . Association for Computing Machinery , pp. 1170-1197 , 2018 Genetic and Evolutionary Computation Conference , Kyoto , Japan , 15/07/2018 . https://doi.org/10.1145/3205651.3207890","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.atira.dk:publications/7675dc9f-9724-4aa6-b102-13296fbd625e","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/7675dc9f-9724-4aa6-b102-13296fbd625e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Witt , C 2019 , Theory of estimation-of-distribution algorithms . in Proceedings of 2019 Genetic and Evolutionary Computation Conference . Association for Computing Machinery , pp. 1197-1225 , 2019 Genetic and Evolutionary Computation Conference , Prague , Czech Republic , 13/07/2019 . https://doi.org/10.1145/3319619.3323367","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/7675dc9f-9724-4aa6-b102-13296fbd625e","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/7675dc9f-9724-4aa6-b102-13296fbd625e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Witt , C 2019 , Theory of estimation-of-distribution algorithms . in Proceedings of 2019 Genetic and Evolutionary Computation Conference . Association for Computing Machinery , pp. 1197-1225 , 2019 Genetic and Evolutionary Computation Conference , Prague , Czech Republic , 13/07/2019 . https://doi.org/10.1145/3319619.3323367","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W19646579","https://openalex.org/W88843907","https://openalex.org/W139482607","https://openalex.org/W237826247","https://openalex.org/W1058439126","https://openalex.org/W1509028783","https://openalex.org/W1535597929","https://openalex.org/W1540706608","https://openalex.org/W1553838525","https://openalex.org/W1575839460","https://openalex.org/W1592665273","https://openalex.org/W1595409123","https://openalex.org/W1598952354","https://openalex.org/W1645523878","https://openalex.org/W1653352711","https://openalex.org/W1692958259","https://openalex.org/W1786357191","https://openalex.org/W1801849579","https://openalex.org/W1979634879","https://openalex.org/W1981482533","https://openalex.org/W1984555915","https://openalex.org/W1985115934","https://openalex.org/W1985659376","https://openalex.org/W1990799344","https://openalex.org/W2003289346","https://openalex.org/W2035490465","https://openalex.org/W2035885798","https://openalex.org/W2050215344","https://openalex.org/W2050441104","https://openalex.org/W2053099640","https://openalex.org/W2084149434","https://openalex.org/W2086951064","https://openalex.org/W2088332410","https://openalex.org/W2102044362","https://openalex.org/W2111471293","https://openalex.org/W2116832689","https://openalex.org/W2122833562","https://openalex.org/W2124261928","https://openalex.org/W2152631195","https://openalex.org/W2167576594","https://openalex.org/W2170674160","https://openalex.org/W2172081677","https://openalex.org/W2288341886","https://openalex.org/W2295428206","https://openalex.org/W2414365832","https://openalex.org/W2468462628","https://openalex.org/W2481995907","https://openalex.org/W2499149626","https://openalex.org/W2501406586","https://openalex.org/W2527291902","https://openalex.org/W2589005638","https://openalex.org/W2605136245","https://openalex.org/W2724311120","https://openalex.org/W2727744916","https://openalex.org/W2804953719","https://openalex.org/W2806837893","https://openalex.org/W2875338278","https://openalex.org/W2885751302","https://openalex.org/W2887735318","https://openalex.org/W2950868532","https://openalex.org/W3099820049","https://openalex.org/W3122779104","https://openalex.org/W4288282776"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2096498780","https://openalex.org/W2392913753","https://openalex.org/W2073681303","https://openalex.org/W2390168659","https://openalex.org/W2115004052","https://openalex.org/W2375785848"],"abstract_inverted_index":{"Summary":[0],"Runtime":[1],"analysis":[2],"for":[3,47],"simple":[4,13],"univariate":[5],"EDAs":[6,29,39],"Identified":[7],"similarities":[8],"to":[9,21,26],"and":[10],"differences":[11],"from":[12],"EAs":[14],"Genetic":[15],"drift":[16],"a":[17],"major":[18],"obstacle":[19],"Sensitive":[20],"parameters":[22],"(phase":[23],"transitions)":[24],"Robust":[25],"noise":[27],"Significance-based":[28],"as":[30],"novel":[31],"theory-driven":[32],"approach":[33],"Future":[34],"work":[35],"Combinatorial":[36],"problems":[37,42],"Multivariate":[38],"Classification":[40],"of":[41],"w.":[43],"r.":[44],"t.":[45],"appropriateness":[46],"EAs/EDAs.":[48]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
