{"id":"https://openalex.org/W2499149626","doi":"https://doi.org/10.1145/2908812.2908895","title":"EDAs cannot be Balanced and Stable","display_name":"EDAs cannot be Balanced and Stable","publication_year":2016,"publication_date":"2016-07-20","ids":{"openalex":"https://openalex.org/W2499149626","doi":"https://doi.org/10.1145/2908812.2908895","mag":"2499149626"},"language":"en","primary_location":{"id":"doi:10.1145/2908812.2908895","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2908812.2908895","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2908895&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference 2016","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2908895&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077389210","display_name":"Tobias Friedrich","orcid":"https://orcid.org/0000-0003-0076-6308"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Friedrich","raw_affiliation_strings":["Hasso Plattner Institute, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004366897","display_name":"Timo K\u00f6tzing","orcid":"https://orcid.org/0000-0002-1028-5228"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Timo K\u00f6tzing","raw_affiliation_strings":["Hasso Plattner Institute, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056585957","display_name":"Martin S. Krejca","orcid":"https://orcid.org/0000-0002-1765-1219"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin S. Krejca","raw_affiliation_strings":["Hasso Plattner Institute, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I143288331"],"apc_list":null,"apc_paid":null,"fwci":4.6547,"has_fulltext":true,"cited_by_count":51,"citation_normalized_percentile":{"value":0.96431017,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1139","last_page":"1146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994999766349792,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/edas","display_name":"EDAS","score":0.9972746968269348},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.8769609332084656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5953381657600403},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5711262226104736},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.48975443840026855},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.43464499711990356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3686624765396118},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33512938022613525},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.18793103098869324}],"concepts":[{"id":"https://openalex.org/C49284225","wikidata":"https://www.wikidata.org/wiki/Q5322829","display_name":"EDAS","level":3,"score":0.9972746968269348},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.8769609332084656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5953381657600403},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5711262226104736},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.48975443840026855},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.43464499711990356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3686624765396118},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33512938022613525},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.18793103098869324}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2908812.2908895","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2908812.2908895","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2908895&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference 2016","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2908812.2908895","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2908812.2908895","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2908895&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference 2016","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3207356259","display_name":null,"funder_award_id":"2007\u20132013","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G393177772","display_name":null,"funder_award_id":"FP7 2007-2013","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5194412262","display_name":"Speed of Adaptation in Population Genetics and Evolutionary Computation","funder_award_id":"618091","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5702163051","display_name":null,"funder_award_id":"FP7/2007","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2499149626.pdf","grobid_xml":"https://content.openalex.org/works/W2499149626.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W206440355","https://openalex.org/W1479911746","https://openalex.org/W1480347379","https://openalex.org/W1526420097","https://openalex.org/W1540706608","https://openalex.org/W1592665273","https://openalex.org/W1692958259","https://openalex.org/W1786357191","https://openalex.org/W1801849579","https://openalex.org/W1914267757","https://openalex.org/W1933565355","https://openalex.org/W1970101133","https://openalex.org/W1979634879","https://openalex.org/W1990799344","https://openalex.org/W2003289346","https://openalex.org/W2012629024","https://openalex.org/W2050215344","https://openalex.org/W2053360669","https://openalex.org/W2061751517","https://openalex.org/W2086140974","https://openalex.org/W2148379945","https://openalex.org/W2165220807","https://openalex.org/W2296129337","https://openalex.org/W2414365832","https://openalex.org/W2485945281","https://openalex.org/W3122779104","https://openalex.org/W6631518615"],"related_works":["https://openalex.org/W1982259447","https://openalex.org/W2496664933","https://openalex.org/W1503012231","https://openalex.org/W1058439126","https://openalex.org/W2360241151","https://openalex.org/W2547072840","https://openalex.org/W1522658100","https://openalex.org/W2124261928","https://openalex.org/W3149308343","https://openalex.org/W4241522606"],"abstract_inverted_index":{"Estimation":[0],"of":[1,18,28,51,72],"Distribution":[2],"Algorithms":[3],"(EDAs)":[4],"work":[5],"by":[6],"iteratively":[7],"updating":[8],"a":[9,42,74,84,90],"distribution":[10],"over":[11],"the":[12,16,49,82],"search":[13],"space":[14],"with":[15],"help":[17],"samples":[19],"from":[20],"each":[21],"iteration.":[22],"Up":[23],"to":[24,79],"now,":[25],"theoretical":[26],"analyses":[27],"EDAs":[29,46],"are":[30],"scarce":[31],"and":[32,61,103],"present":[33],"run":[34],"time":[35],"results":[36],"for":[37,45],"specific":[38],"EDAs.":[39],"We":[40,94],"propose":[41],"new":[43],"framework":[44],"that":[47,96],"captures":[48],"idea":[50],"several":[52],"known":[53],"optimizers,":[54],"including":[55],"PBIL,":[56],"UMDA,":[57],"\u03bb":[58],"-MMASIB,":[59],"cGA,":[60],"(1,":[62],"\u03bb)-EA.":[63],"Our":[64],"focus":[65],"is":[66,77],"on":[67],"analyzing":[68],"two":[69],"core":[70],"features":[71],"EDAs:":[73],"balanced":[75,102],"EDA":[76,86,98],"sensitive":[78],"signals":[80],"in":[81],"fitness;":[83],"stable":[85],"remains":[87],"uncommitted":[88],"under":[89],"biasless":[91],"fitness":[92],"function.":[93],"prove":[95],"no":[97],"can":[99],"be":[100],"both":[101],"stable.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":3}],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2025-10-10T00:00:00"}