{"id":"https://openalex.org/W4294811679","doi":"https://doi.org/10.1109/cec55065.2022.9870338","title":"An improved Estimation of Distribution Algorithm for Solving Constrained Mixed-Integer Nonlinear Programming Problems","display_name":"An improved Estimation of Distribution Algorithm for Solving Constrained Mixed-Integer Nonlinear Programming Problems","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4294811679","doi":"https://doi.org/10.1109/cec55065.2022.9870338"},"language":"en","primary_location":{"id":"doi:10.1109/cec55065.2022.9870338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec55065.2022.9870338","pdf_url":null,"source":{"id":"https://openalex.org/S4363605353","display_name":"2022 IEEE Congress on Evolutionary Computation (CEC)","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":"2022 IEEE Congress on Evolutionary Computation (CEC)","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/A5013982812","display_name":"Daniel Molina-P\u00e9rez","orcid":"https://orcid.org/0000-0003-1834-4752"},"institutions":[{"id":"https://openalex.org/I4210138347","display_name":"Centre for Electrochemical Technologies","ror":"https://ror.org/03vgz7r63","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210138347"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Molina Perez","raw_affiliation_strings":["Instituto Politécnico Nacional,CIDETEC,Ciudad de México,México"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Politécnico Nacional,CIDETEC,Ciudad de México,México","institution_ids":["https://openalex.org/I4210138347"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055796555","display_name":"Edgar Alfredo Portilla-Flores","orcid":"https://orcid.org/0000-0002-8951-1346"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Edgar Alfredo Portilla-Flores","raw_affiliation_strings":["Instituto Politécnico Nacional,UPIIT,Tlaxcala,México"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Politécnico Nacional,UPIIT,Tlaxcala,México","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058469717","display_name":"Efr\u00e9n Mezura\u2010Montes","orcid":"https://orcid.org/0000-0002-1565-5267"},"institutions":[{"id":"https://openalex.org/I147280213","display_name":"Universidad Veracruzana","ror":"https://ror.org/03efxn362","country_code":"MX","type":"education","lineage":["https://openalex.org/I147280213"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Efren Mezura-Montes","raw_affiliation_strings":["Artificial Intelligence Research Center University of Veracruz,Veracruz,México"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Center University of Veracruz,Veracruz,México","institution_ids":["https://openalex.org/I147280213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067451440","display_name":"Eduardo Vega-Alvarado","orcid":"https://orcid.org/0000-0001-9464-7996"},"institutions":[{"id":"https://openalex.org/I4210138347","display_name":"Centre for Electrochemical Technologies","ror":"https://ror.org/03vgz7r63","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210138347"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduardo Vega-Alvarado","raw_affiliation_strings":["Instituto Politécnico Nacional,CIDETEC,Ciudad de México,México"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Politécnico Nacional,CIDETEC,Ciudad de México,México","institution_ids":["https://openalex.org/I4210138347"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6748,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7000058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"08"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9912999868392944,"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/benchmark","display_name":"Benchmark (surveying)","score":0.7272933721542358},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.6009803414344788},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5933810472488403},{"id":"https://openalex.org/keywords/integer","display_name":"Integer (computer science)","score":0.5795214772224426},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.573922336101532},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5519185662269592},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5299749374389648},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5114721059799194},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4991791248321533},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4711517095565796},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.41664713621139526},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.343977153301239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24884620308876038},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2097686231136322}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7272933721542358},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.6009803414344788},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5933810472488403},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.5795214772224426},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.573922336101532},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5519185662269592},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5299749374389648},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5114721059799194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4991791248321533},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4711517095565796},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.41664713621139526},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.343977153301239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24884620308876038},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2097686231136322},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec55065.2022.9870338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec55065.2022.9870338","pdf_url":null,"source":{"id":"https://openalex.org/S4363605353","display_name":"2022 IEEE Congress on Evolutionary Computation (CEC)","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":"2022 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1573340282","https://openalex.org/W2015772998","https://openalex.org/W2054137436","https://openalex.org/W2092211377","https://openalex.org/W2106980278","https://openalex.org/W2124152077","https://openalex.org/W2133304166","https://openalex.org/W2137789560","https://openalex.org/W2772158850","https://openalex.org/W2884636259","https://openalex.org/W2965421546","https://openalex.org/W3110565446","https://openalex.org/W3127504646","https://openalex.org/W3189471003","https://openalex.org/W3199183478","https://openalex.org/W6766852667","https://openalex.org/W6789827415","https://openalex.org/W6801789563"],"related_works":["https://openalex.org/W2392913753","https://openalex.org/W2096498780","https://openalex.org/W1982259447","https://openalex.org/W2496664933","https://openalex.org/W1503012231","https://openalex.org/W2139525331","https://openalex.org/W2047683846","https://openalex.org/W2044902158","https://openalex.org/W2109912052","https://openalex.org/W1711527768"],"abstract_inverted_index":{"In":[0,33],"a":[1,58,86,100,136,148],"mixed-integer":[2],"nonlinear":[3],"programming":[4],"problem,":[5],"integer":[6],"restrictions":[7],"divide":[8],"the":[9,61,69,80,94,97,108,113,122,125,132,151,154,161,165],"feasible":[10,14,31,157],"region":[11],"into":[12],"discontinuous":[13,30,82,156],"parts":[15,83],"with":[16,99],"different":[17],"sizes.":[18],"Evolutionary":[19],"Algorithms":[20],"(EAs)":[21],"are":[22,52],"usually":[23],"vulnerable":[24],"to":[25,78,103,120,147],"being":[26],"trapped":[27],"in":[28],"larger":[29,155],"parts.":[32],"this":[34],"work,":[35],"an":[36,40],"improved":[37,126],"version":[38],"of":[39,42,73,96,124,153,164],"Estimation":[41],"Distribution":[43],"Algorithm":[44],"(EDA)":[45],"is":[46,76,93,118],"developed,":[47],"where":[48],"two":[49],"new":[50,144],"op-erations":[51],"proposed.":[53],"The":[54,90,128],"first":[55],"one":[56],"establishes":[57],"link":[59],"between":[60],"learning-based":[62],"histogram":[63],"model":[64],"and":[65,84,112,159],"the$\\varepsilon$-constrained":[66,74],"method.":[67],"Here,":[68],"constraint":[70],"violation":[71],"level":[72],"method":[75],"used":[77,119],"explore":[79],"smaller":[81],"form":[85],"better":[87,137],"statistical":[88],"model.":[89],"second":[91],"operation":[92],"hybridization":[95],"EDA":[98],"mutation":[101],"operator":[102],"generate":[104],"offspring":[105],"from":[106],"both":[107],"global":[109],"distribution":[110],"information":[111],"parent":[114],"information.":[115],"A":[116],"benchmark":[117],"test":[121],"performance":[123,138],"proposal.":[127],"results":[129],"indicated":[130],"that":[131],"proposed":[133],"approach":[134],"shows":[135],"against":[139],"other":[140],"tested":[141],"EAs.":[142],"This":[143],"proposal":[145],"solves":[146],"great":[149],"extent":[150],"influence":[152],"parts,":[158],"improve":[160],"local":[162],"refinement":[163],"real":[166],"variables.":[167]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}