{"id":"https://openalex.org/W4238597328","doi":"https://doi.org/10.1080/00207720121237","title":"Using genetic algorithms to optimize the design parameters of generalized predictive controllers","display_name":"Using genetic algorithms to optimize the design parameters of generalized predictive controllers","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W4238597328","doi":"https://doi.org/10.1080/00207720121237"},"language":"en","primary_location":{"id":"doi:10.1080/00207720121237","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720121237","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","raw_type":"journal-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/A5060224382","display_name":"Salim Filali","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160465","display_name":"Universit\u00e9 Constantine 2","ror":"https://ror.org/056mctw68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210160465"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Salim Filali","raw_affiliation_strings":["Universitede Constantine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitede Constantine","institution_ids":["https://openalex.org/I4210160465"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083518476","display_name":"Vincent Wertz","orcid":null},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Vincent Wertz","raw_affiliation_strings":["Universite Catholique de Louvain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universite Catholique de Louvain","institution_ids":["https://openalex.org/I95674353"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71965618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"32","issue":"4","first_page":"503","last_page":"512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9986000061035156,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9986000061035156,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9656000137329102,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9203000068664551,"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/model-predictive-control","display_name":"Model predictive control","score":0.8483740091323853},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5365349054336548},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.47110727429389954},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46753379702568054},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.46626123785972595},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4477361738681793},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4275166988372803},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39347517490386963},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.32560306787490845},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30831634998321533},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2692711651325226},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21697422862052917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1715596616268158}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.8483740091323853},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5365349054336548},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.47110727429389954},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46753379702568054},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.46626123785972595},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4477361738681793},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4275166988372803},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39347517490386963},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.32560306787490845},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30831634998321533},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2692711651325226},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21697422862052917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1715596616268158}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207720121237","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720121237","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1990079087","https://openalex.org/W2060165215","https://openalex.org/W2101188133","https://openalex.org/W3202234113","https://openalex.org/W4248731570","https://openalex.org/W2381210024","https://openalex.org/W2384015130","https://openalex.org/W2094121346","https://openalex.org/W4285595274","https://openalex.org/W2556120871"],"abstract_inverted_index":{"Generalized":[0],"predictive":[1],"control":[2,7,29],"algorithms":[3],"are":[4],"a":[5,40],"powerful":[6],"design":[8,24],"method":[9],"widely":[10],"applied":[11],"to":[12,21,33,48],"industrial":[13],"processes.":[14],"However,":[15],"there":[16],"is":[17,43,47],"no":[18],"easy":[19],"way":[20],"tune":[22],"the":[23,52,56],"parameters,":[25],"mainly":[26],"prediction":[27],"and":[28],"horizons,":[30],"in":[31],"order":[32],"achieve":[34],"optimal":[35,53],"performance.":[36],"In":[37],"this":[38],"work,":[39],"genetic":[41],"algorithm":[42],"proposed":[44],"whose":[45],"aim":[46],"find":[49],"on":[50],"line":[51],"values":[54],"for":[55],"tuning":[57],"parameters.":[58]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}