{"id":"https://openalex.org/W2086085328","doi":"https://doi.org/10.1145/1569901.1570179","title":"A new method for linkage learning in the ECGA","display_name":"A new method for linkage learning in the ECGA","publication_year":2009,"publication_date":"2009-07-08","ids":{"openalex":"https://openalex.org/W2086085328","doi":"https://doi.org/10.1145/1569901.1570179","mag":"2086085328"},"language":"en","primary_location":{"id":"doi:10.1145/1569901.1570179","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1569901.1570179","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual 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/A5051823754","display_name":"Thyago S.P.C. Duque","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Thyago S.P.C. Duque","raw_affiliation_strings":["Illinois Genetic Algorithms Laboratory, University of Illinois at Urbana Champaign, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"Illinois Genetic Algorithms Laboratory, University of Illinois at Urbana Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110057218","display_name":"David E. Goldberg","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David E. Goldberg","raw_affiliation_strings":["Illinois Genetic Algorithms Laboratory, University of Illinois at Urbana Champaign, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"Illinois Genetic Algorithms Laboratory, University of Illinois at Urbana Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5051823754"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":2.1809,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89125832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1819","last_page":"1820"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9825000166893005,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9825000166893005,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9383999705314636,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.902899980545044,"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/linkage","display_name":"Linkage (software)","score":0.8247517347335815},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6959995031356812},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6652710437774658},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6613536477088928},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5467984080314636},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.513480007648468},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.4264725148677826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41585901379585266},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41108042001724243},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3296492099761963},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3201810121536255},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23016592860221863},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0959429144859314}],"concepts":[{"id":"https://openalex.org/C31266012","wikidata":"https://www.wikidata.org/wiki/Q6554340","display_name":"Linkage (software)","level":3,"score":0.8247517347335815},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6959995031356812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6652710437774658},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6613536477088928},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5467984080314636},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.513480007648468},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.4264725148677826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41585901379585266},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41108042001724243},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3296492099761963},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3201810121536255},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23016592860221863},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0959429144859314},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1569901.1570179","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1569901.1570179","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.550000011920929}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337367","display_name":"Division of Materials Research","ror":"https://ror.org/01pc7k308"},{"id":"https://openalex.org/F4320337525","display_name":"Air Force Materiel Command","ror":"https://ror.org/006gmme17"},{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W949188118","https://openalex.org/W1584428002","https://openalex.org/W1639032689","https://openalex.org/W2152150600","https://openalex.org/W3023540311","https://openalex.org/W4239615332"],"related_works":["https://openalex.org/W4282976635","https://openalex.org/W2362702199","https://openalex.org/W2350014578","https://openalex.org/W1967666613","https://openalex.org/W2060472104","https://openalex.org/W2971935265","https://openalex.org/W2015084710","https://openalex.org/W54884023","https://openalex.org/W3025482095","https://openalex.org/W2784199898"],"abstract_inverted_index":{"The":[0],"ECGA":[1,38],"is":[2],"a":[3,9,42,48,52],"competent":[4],"Genetic":[5],"Algorithm":[6],"that":[7],"uses":[8,20],"probabilistic":[10],"model":[11],"to":[12,23,33,40],"learn":[13],"the":[14,35,37],"linkage":[15],"among":[16],"variables":[17],"and":[18],"then":[19],"this":[21],"information":[22],"solve":[24],"hard":[25],"problems":[26],"using":[27],"polynomial":[28],"resources.":[29],"However,":[30],"in":[31],"order":[32],"detect":[34],"linkage,":[36],"needs":[39],"perform":[41],"quadratic":[43],"number":[44],"of":[45,47],"evaluations":[46],"metric":[49],"called":[50],"CCC,":[51],"time":[53],"consuming":[54],"process.":[55]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
