{"id":"https://openalex.org/W4391214437","doi":"https://doi.org/10.1162/evco_a_00345","title":"Estimation of Distribution Algorithm for Grammar-Guided Genetic Programming","display_name":"Estimation of Distribution Algorithm for Grammar-Guided Genetic Programming","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391214437","doi":"https://doi.org/10.1162/evco_a_00345","pmid":"https://pubmed.ncbi.nlm.nih.gov/38271634"},"language":"en","primary_location":{"id":"doi:10.1162/evco_a_00345","is_oa":false,"landing_page_url":"https://doi.org/10.1162/evco_a_00345","pdf_url":null,"source":{"id":"https://openalex.org/S38677346","display_name":"Evolutionary Computation","issn_l":"1063-6560","issn":["1063-6560","1530-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://oa.upm.es/82783/3/Manuscrito_Evolutionary_Computation.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073939718","display_name":"Pablo Ramos Criado","orcid":"https://orcid.org/0000-0002-4765-1105"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Pablo Ramos Criado","raw_affiliation_strings":["Aturing Research, Salamanca, Spain pablo.ramos@aturing.com"],"affiliations":[{"raw_affiliation_string":"Aturing Research, Salamanca, Spain pablo.ramos@aturing.com","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045178056","display_name":"D. Barrios Rolan\u0131\u0301a","orcid":"https://orcid.org/0000-0002-4060-965X"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"D. Barrios Rolan\u00eda","raw_affiliation_strings":["Depto. Matem\u00e1tica Aplicada a la Ingenier\u00eda Industrial, ETSI Industriales, Universidad Polit\u00e9cnica de Madrid, Spain dolores.barrios.rolania@upm.es"],"affiliations":[{"raw_affiliation_string":"Depto. Matem\u00e1tica Aplicada a la Ingenier\u00eda Industrial, ETSI Industriales, Universidad Polit\u00e9cnica de Madrid, Spain dolores.barrios.rolania@upm.es","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039733216","display_name":"David de la Hoz","orcid":"https://orcid.org/0000-0002-7360-3019"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"David de la Hoz","raw_affiliation_strings":["Depto. Inteligencia Artificial, ETSI Inform\u00e1ticos, Universidad Polit\u00e9cnica de Madrid, Spain david.delahoz.galiana@alumnos.upm.es"],"affiliations":[{"raw_affiliation_string":"Depto. Inteligencia Artificial, ETSI Inform\u00e1ticos, Universidad Polit\u00e9cnica de Madrid, Spain david.delahoz.galiana@alumnos.upm.es","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021195199","display_name":"Daniel Manrique","orcid":"https://orcid.org/0000-0002-0792-4156"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Manrique","raw_affiliation_strings":["Depto. Inteligencia Artificial, ETSI Inform\u00e1ticos, Universidad Polit\u00e9cnica de Madrid, Spain daniel.manrique@upm.es"],"affiliations":[{"raw_affiliation_string":"Depto. Inteligencia Artificial, ETSI Inform\u00e1ticos, Universidad Polit\u00e9cnica de Madrid, Spain daniel.manrique@upm.es","institution_ids":["https://openalex.org/I88060688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039733216","https://openalex.org/A5045178056","https://openalex.org/A5073939718"],"corresponding_institution_ids":["https://openalex.org/I88060688"],"apc_list":null,"apc_paid":null,"fwci":1.3901,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82709937,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"32","issue":"4","first_page":"339","last_page":"370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994000196456909,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994000196456909,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9986000061035156,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9621000289916992,"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":0.6100562810897827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5963126420974731},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.5947790741920471},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.5898460149765015},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.526055097579956},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5023469924926758},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4706755578517914},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.45477741956710815},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44520044326782227},{"id":"https://openalex.org/keywords/population-based-incremental-learning","display_name":"Population-based incremental learning","score":0.42480623722076416},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.41799747943878174},{"id":"https://openalex.org/keywords/genetic-representation","display_name":"Genetic representation","score":0.41163370013237},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3280297815799713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27463796734809875},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26056474447250366}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.6100562810897827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5963126420974731},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.5947790741920471},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.5898460149765015},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.526055097579956},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5023469924926758},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4706755578517914},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.45477741956710815},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44520044326782227},{"id":"https://openalex.org/C184497298","wikidata":"https://www.wikidata.org/wiki/Q7229773","display_name":"Population-based incremental learning","level":3,"score":0.42480623722076416},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.41799747943878174},{"id":"https://openalex.org/C6135463","wikidata":"https://www.wikidata.org/wiki/Q5532920","display_name":"Genetic representation","level":3,"score":0.41163370013237},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3280297815799713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27463796734809875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26056474447250366},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014644","descriptor_name":"Genetic Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014644","descriptor_name":"Genetic Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014644","descriptor_name":"Genetic Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1162/evco_a_00345","is_oa":false,"landing_page_url":"https://doi.org/10.1162/evco_a_00345","pdf_url":null,"source":{"id":"https://openalex.org/S38677346","display_name":"Evolutionary Computation","issn_l":"1063-6560","issn":["1063-6560","1530-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Computation","raw_type":"journal-article"},{"id":"pmid:38271634","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38271634","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary computation","raw_type":null},{"id":"pmh:oai:oa.upm.es:82783","is_oa":true,"landing_page_url":"https://oa.upm.es/82783/","pdf_url":"https://oa.upm.es/82783/3/Manuscrito_Evolutionary_Computation.pdf","source":{"id":"https://openalex.org/S4377196323","display_name":"UPM Digital Archive (Technical University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I88060688","host_organization_name":"Universidad Polit\u00e9cnica de Madrid","host_organization_lineage":["https://openalex.org/I88060688"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Evolutionary Computation, ISSN 1530-9304, 2024-03-22","raw_type":"info:eu-repo/semantics/acceptedVersion"}],"best_oa_location":{"id":"pmh:oai:oa.upm.es:82783","is_oa":true,"landing_page_url":"https://oa.upm.es/82783/","pdf_url":"https://oa.upm.es/82783/3/Manuscrito_Evolutionary_Computation.pdf","source":{"id":"https://openalex.org/S4377196323","display_name":"UPM Digital Archive (Technical University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I88060688","host_organization_name":"Universidad Polit\u00e9cnica de Madrid","host_organization_lineage":["https://openalex.org/I88060688"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Evolutionary Computation, ISSN 1530-9304, 2024-03-22","raw_type":"info:eu-repo/semantics/acceptedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326262","display_name":"Ministerio de Asuntos Econ\u00f3micos y Transformaci\u00f3n Digital, Gobierno de Espa\u00f1a","ror":"https://ror.org/03sv46s19"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391214437.pdf","grobid_xml":"https://content.openalex.org/works/W4391214437.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W64786004","https://openalex.org/W1573534773","https://openalex.org/W1593481303","https://openalex.org/W1963882626","https://openalex.org/W1969186573","https://openalex.org/W1972490687","https://openalex.org/W1980337009","https://openalex.org/W1983770999","https://openalex.org/W1984638028","https://openalex.org/W2010228640","https://openalex.org/W2028047478","https://openalex.org/W2030792885","https://openalex.org/W2050215344","https://openalex.org/W2054033366","https://openalex.org/W2070416406","https://openalex.org/W2086027071","https://openalex.org/W2095387318","https://openalex.org/W2105241511","https://openalex.org/W2126041215","https://openalex.org/W2132304387","https://openalex.org/W2157222280","https://openalex.org/W2890886116","https://openalex.org/W3034257627","https://openalex.org/W4220784651","https://openalex.org/W4235721129","https://openalex.org/W4292083457","https://openalex.org/W6628829092","https://openalex.org/W6633982620","https://openalex.org/W6636222751","https://openalex.org/W6636797740"],"related_works":["https://openalex.org/W2082776239","https://openalex.org/W2142324575","https://openalex.org/W2051028534","https://openalex.org/W2046401452","https://openalex.org/W1772786136","https://openalex.org/W3128775364","https://openalex.org/W1963986408","https://openalex.org/W235718540","https://openalex.org/W1593354505","https://openalex.org/W2164305954"],"abstract_inverted_index":{"Genetic":[0],"variation":[1],"operators":[2],"in":[3,14,84],"grammar-guided":[4,42,169],"genetic":[5,43,129,170],"programming":[6,44,130,171],"are":[7],"fundamental":[8],"to":[9,45,67,110,122,152],"guide":[10],"the":[11,52,55,71,74,77,85,93,101,140,154,161,175],"evolutionary":[12,56,163],"process":[13],"search":[15,78,156],"and":[16,30,49,69,139,157],"optimization":[17],"problems.":[18],"However,":[19],"they":[20],"show":[21,167],"some":[22,81],"limitations,":[23],"mainly":[24],"derived":[25],"from":[26,80],"an":[27,36,61,133,180],"unbalanced":[28],"exploration":[29,158],"local-search":[31],"trade-off.":[32],"This":[33],"paper":[34],"presents":[35],"estimation":[37,72,89,114,135],"of":[38,54,73,76,90,115,136,160],"distribution":[39,75,91,103,116,137],"algorithm":[40,107],"for":[41],"overcome":[46],"this":[47,106],"difficulty":[48],"thus":[50],"increase":[51],"performance":[53,125],"algorithm.":[57,117],"Our":[58],"proposal":[59],"employs":[60],"extended":[62],"dynamic":[63],"stochastic":[64],"context-free":[65],"grammar":[66],"encode":[68],"calculate":[70],"space":[79],"promising":[82],"individuals":[83],"population.":[86],"Unlike":[87],"traditional":[88],"algorithms,":[92],"proposed":[94,141],"approach":[95,142],"improves":[96],"exploratory":[97],"behavior":[98],"by":[99],"smoothing":[100],"estimated":[102],"model.":[104],"Therefore,":[105],"is":[108],"referred":[109],"as":[111],"SEDA,":[112],"smoothed":[113],"Experiments":[118],"have":[119],"been":[120],"conducted":[121],"compare":[123],"overall":[124],"using":[126],"a":[127],"typical":[128],"crossover":[131],"operator,":[132],"incremental":[134],"algorithm,":[138],"after":[143],"tuning":[144],"their":[145],"hyperparameters.":[146],"These":[147],"experiments":[148],"involve":[149],"challenging":[150],"problems":[151],"test":[153],"local":[155],"features":[159],"three":[162],"systems.":[164],"The":[165],"results":[166],"that":[168],"with":[172,179],"SEDA":[173],"achieves":[174],"most":[176],"accurate":[177],"solutions":[178],"intermediate":[181],"convergence":[182],"speed.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}