{"id":"https://openalex.org/W2103583160","doi":"https://doi.org/10.1109/cec.2013.6557839","title":"Constrained evolutionary optimization of a distillation train in chemical engineering","display_name":"Constrained evolutionary optimization of a distillation train in chemical engineering","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2103583160","doi":"https://doi.org/10.1109/cec.2013.6557839","mag":"2103583160"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2013.6557839","doi":"https://doi.org/10.1109/cec.2013.6557839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557839","pdf_url":null,"source":{"id":"https://openalex.org/S4363605353","display_name":"IEEE Congress on Evolutionary Computation (CEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5012985758","display_name":"Roberto Guti\u00e9rrez-Guerra","orcid":"https://orcid.org/0000-0002-2550-0453","observed_orcids":["https://orcid.org/0000-0002-2550-0453"]},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Roberto Gutierrez-Guerra","raw_affiliation_strings":["Department of Chemical Engineering, Universidad de Guanajuato, Guanajuato, Mexico","Dept. of Chem. Eng., Univ. de Guanajuato, Guanajuato, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Universidad de Guanajuato, Guanajuato, Mexico","institution_ids":["https://openalex.org/I129858807"]},{"raw_affiliation_string":"Dept. of Chem. Eng., Univ. de Guanajuato, Guanajuato, Mexico","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001919767","display_name":"Rodolfo Murrieta-Due\u00f1as","orcid":"https://orcid.org/0000-0001-5759-2500","observed_orcids":["https://orcid.org/0000-0001-5759-2500"]},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Rodolfo Murrieta-Duenas","raw_affiliation_strings":["Department of Chemical Engineering, Universidad de Guanajuato, Guanajuato, Mexico","Dept. of Chem. Eng., Univ. de Guanajuato, Guanajuato, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Universidad de Guanajuato, Guanajuato, Mexico","institution_ids":["https://openalex.org/I129858807"]},{"raw_affiliation_string":"Dept. of Chem. Eng., Univ. de Guanajuato, Guanajuato, Mexico","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031013344","display_name":"Jazm\u00edn Cortez-Gonz\u00e1lez","orcid":"https://orcid.org/0000-0003-1613-0371","observed_orcids":["https://orcid.org/0000-0003-1613-0371"]},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jazmin Cortez-Gonzalez","raw_affiliation_strings":["Department of Chemical Engineering, Universidad de Guanajuato, Guanajuato, Mexico","Dept. of Chem. Eng., Univ. de Guanajuato, Guanajuato, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Universidad de Guanajuato, Guanajuato, Mexico","institution_ids":["https://openalex.org/I129858807"]},{"raw_affiliation_string":"Dept. of Chem. Eng., Univ. de Guanajuato, Guanajuato, Mexico","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044004032","display_name":"Arturo Hern\u00e1ndez-Aguirre","orcid":"https://orcid.org/0000-0002-3744-9827","observed_orcids":["https://orcid.org/0000-0002-3744-9827"]},"institutions":[{"id":"https://openalex.org/I124618812","display_name":"Mathematics Research Center","ror":"https://ror.org/02nhmp827","country_code":"MX","type":"facility","lineage":["https://openalex.org/I124618812"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Arturo Hernandez-Aguirre","raw_affiliation_strings":["Computer Science Department, Center for Research, Mathematics, Guanajuato, Mexico","Comput. Sci. Dept., CIMAT, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Center for Research, Mathematics, Guanajuato, Mexico","institution_ids":["https://openalex.org/I124618812"]},{"raw_affiliation_string":"Comput. Sci. Dept., CIMAT, Mexico City, Mexico","institution_ids":["https://openalex.org/I124618812"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065093716","display_name":"Juan Gabriel Segovia\u2010Hern\u00e1ndez","orcid":"https://orcid.org/0000-0003-4175-9809","observed_orcids":["https://orcid.org/0000-0003-4175-9809"]},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J.G. Segovia-Hernandez","raw_affiliation_strings":["Department of Chemical Engineering, Universidad de Guanajuato, Guanajuato, Mexico","Dept. of Chem. Eng., Univ. de Guanajuato, Guanajuato, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Universidad de Guanajuato, Guanajuato, Mexico","institution_ids":["https://openalex.org/I129858807"]},{"raw_affiliation_string":"Dept. of Chem. Eng., Univ. de Guanajuato, Guanajuato, Mexico","institution_ids":["https://openalex.org/I129858807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42074042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"18","issue":null,"first_page":"2267","last_page":"2274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11053","display_name":"Process Optimization and Integration","score":0.9980000257492065,"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"}},"topics":[{"id":"https://openalex.org/T11053","display_name":"Process Optimization and Integration","score":0.9980000257492065,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.0017999999690800905,"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":9.999999747378752e-05,"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/constrained-optimization","display_name":"constrained optimization","score":0.621999979019165},{"id":"https://openalex.org/keywords/energy-optimization","display_name":"energy optimization","score":0.7379999756813049},{"id":"https://openalex.org/keywords/equality-constraints","display_name":"equality constraints","score":0.7139999866485596},{"id":"https://openalex.org/keywords/constraint-handling","display_name":"constraint handling","score":0.7490000128746033},{"id":"https://openalex.org/keywords/evolutionary-algorithms","display_name":"evolutionary algorithms","score":0.6359999775886536},{"id":"https://openalex.org/keywords/multicomponent-separation","display_name":"multicomponent separation","score":0.7620000243186951}],"concepts":[{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.6523244380950928},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6372250318527222},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6313348412513733},{"id":"https://openalex.org/C154030694","wikidata":"https://www.wikidata.org/wiki/Q1436074","display_name":"Fractionating column","level":3,"score":0.6236613988876343},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5234174728393555},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.510793924331665},{"id":"https://openalex.org/C110850998","wikidata":"https://www.wikidata.org/wiki/Q5377895","display_name":"Engineering optimization","level":3,"score":0.47419506311416626},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4575149416923523},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42944034934043884},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41689956188201904},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21006014943122864},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2013.6557839","doi":"https://doi.org/10.1109/cec.2013.6557839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557839","pdf_url":null,"source":{"id":"https://openalex.org/S4363605353","display_name":"IEEE Congress on Evolutionary Computation (CEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.419.3247","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.419.3247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.segovia-hernandez.com/publicaciones/293_1722.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.434.4128","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.434.4128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.segovia-hernandez.com/publicaciones/293_1722.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1497256448","https://openalex.org/W1966973015","https://openalex.org/W1980739564","https://openalex.org/W1987297790","https://openalex.org/W1992869159","https://openalex.org/W1996858896","https://openalex.org/W1997161209","https://openalex.org/W2003291645","https://openalex.org/W2004532216","https://openalex.org/W2010498558","https://openalex.org/W2010746797","https://openalex.org/W2026054931","https://openalex.org/W2027107102","https://openalex.org/W2041186205","https://openalex.org/W2041725986","https://openalex.org/W2052485489","https://openalex.org/W2053867472","https://openalex.org/W2059002205","https://openalex.org/W2069323289","https://openalex.org/W2076069534","https://openalex.org/W2077816628","https://openalex.org/W2094924968","https://openalex.org/W2098840716","https://openalex.org/W2112968464","https://openalex.org/W2138902000","https://openalex.org/W2150218635","https://openalex.org/W2163666882","https://openalex.org/W2166797227","https://openalex.org/W2166808495","https://openalex.org/W2167458623","https://openalex.org/W2170663864","https://openalex.org/W2171631237","https://openalex.org/W2315463097","https://openalex.org/W3004773240","https://openalex.org/W4240236216"],"related_works":["https://openalex.org/W4405317090","https://openalex.org/W1143739427","https://openalex.org/W2076069534","https://openalex.org/W4282840775","https://openalex.org/W2611882590","https://openalex.org/W2379356701","https://openalex.org/W2621246182","https://openalex.org/W2165923283","https://openalex.org/W1989568236","https://openalex.org/W2170663864"],"abstract_inverted_index":{"The":[0,18,96,128,154],"optimal":[1,166],"design":[2,56],"and":[3,65],"synthesis":[4],"of":[5,10,20,32,37,45,68,75,81,108,147,151,160],"distillation":[6,38,101],"systems":[7,39],"remains":[8],"one":[9],"the":[11,30,33,43,63,66,69,73,79,91,106,138,144,148,152,157,161],"most":[12],"challenging":[13],"problems":[14,77],"in":[15,168],"process":[16],"engineering.":[17],"goal":[19],"this":[21,46,111],"paper":[22,47],"is":[23,48,99,113,141],"to":[24,86,93,115,119],"introduce":[25],"an":[26],"evolutionary":[27,129],"approach":[28,123,163],"for":[29,105,143],"optimization":[31],"total":[34],"energy":[35],"consumption":[36],"with":[40],"constraints.":[41],"Moreover,":[42],"contribution":[44],"a":[49,100],"novel":[50],"constraint":[51],"handling":[52],"technique":[53],"that":[54],"manages":[55],"goals":[57],"as":[58,62],"equality":[59],"constraints,":[60],"such":[61],"purity":[64],"recovery":[67],"final":[70],"components.":[71],"In":[72],"literature":[74],"these":[76],"prevail":[78],"use":[80],"inequality":[82],"constraints;":[83],"although":[84],"easy":[85,114],"apply":[87],"they":[88],"may":[89],"lead":[90],"search":[92],"suboptimal":[94],"solutions.":[95],"case":[97],"study":[98],"column":[102],"sequence":[103],"(DCS)":[104],"separation":[107],"four":[109],"components;":[110],"problem":[112],"describe":[116],"yet":[117],"complex":[118],"solve":[120],"so":[121],"our":[122],"can":[124],"show":[125,156],"its":[126],"advantages.":[127],"algorithm":[130],"Boltzmann":[131],"Univariate":[132],"Marginal":[133],"Distribution":[134],"Algorithm,":[135],"(BUMDA),":[136],"performs":[137],"optimization.":[139],"AspenONE\u00a9software":[140],"used":[142],"rigorous":[145],"evaluation":[146],"fitness":[149],"function":[150,172],"population.":[153],"results":[155],"efficacy":[158],"performance":[159],"proposed":[162],"reaching":[164],"near":[165],"designs":[167],"less":[169],"than":[170],"3000":[171],"evaluations.":[173]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}