{"id":"https://openalex.org/W4384338613","doi":"https://doi.org/10.3390/sym15071417","title":"Fuzzy Model Parameter and Structure Optimization Using Analytic, Numerical and Heuristic Approaches","display_name":"Fuzzy Model Parameter and Structure Optimization Using Analytic, Numerical and Heuristic Approaches","publication_year":2023,"publication_date":"2023-07-14","ids":{"openalex":"https://openalex.org/W4384338613","doi":"https://doi.org/10.3390/sym15071417"},"language":"en","primary_location":{"id":"doi:10.3390/sym15071417","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym15071417","pdf_url":"https://www.mdpi.com/2073-8994/15/7/1417/pdf?version=1689335931","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/15/7/1417/pdf?version=1689335931","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092471408","display_name":"Joel Artemio Morales-Viscaya","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I4210145284","display_name":"Technological Institute of Celaya","ror":"https://ror.org/03tamv273","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210145284"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Joel Artemio Morales-Viscaya","raw_affiliation_strings":["Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico","institution_ids":["https://openalex.org/I4210145284","https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077393557","display_name":"Ad\u00e1n Antonio Alonso-Ram\u00edrez","orcid":"https://orcid.org/0000-0002-9151-0465"},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I4210145284","display_name":"Technological Institute of Celaya","ror":"https://ror.org/03tamv273","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210145284"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ad\u00e1n Antonio Alonso-Ram\u00edrez","raw_affiliation_strings":["Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico","institution_ids":["https://openalex.org/I4210145284","https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043920234","display_name":"Marco Castro","orcid":"https://orcid.org/0000-0001-9777-4413"},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Marco Antonio Castro-Liera","raw_affiliation_strings":["Tecnologico Nacional de Mexico en La Paz (TecNM), Forjadores de Baja California Sur #4720, La Paz 23080, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnologico Nacional de Mexico en La Paz (TecNM), Forjadores de Baja California Sur #4720, La Paz 23080, Mexico","institution_ids":["https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005194589","display_name":"Juan Carlos G\u00f3mez-Cort\u00e9s","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I4210145284","display_name":"Technological Institute of Celaya","ror":"https://ror.org/03tamv273","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210145284"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan Carlos G\u00f3mez-Cort\u00e9s","raw_affiliation_strings":["Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico","institution_ids":["https://openalex.org/I4210145284","https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057934442","display_name":"David L\u00e1zaro-Mata","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I4210145284","display_name":"Technological Institute of Celaya","ror":"https://ror.org/03tamv273","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210145284"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"David Lazaro-Mata","raw_affiliation_strings":["Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico","institution_ids":["https://openalex.org/I4210145284","https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019791569","display_name":"Jos\u00e9 Eleazar Peralta-L\u00f3pez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I4210145284","display_name":"Technological Institute of Celaya","ror":"https://ror.org/03tamv273","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210145284"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Eleazar Peralta-L\u00f3pez","raw_affiliation_strings":["Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico","institution_ids":["https://openalex.org/I4210145284","https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085548317","display_name":"Carlos A. Coello Coello","orcid":"https://orcid.org/0000-0002-8435-680X"},"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"]},{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carlos A. Coello Coello","raw_affiliation_strings":["Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional, Avenida Instituto Polit\u00e9cnico Nacional #2508, Ciudad de M\u00e9xico 07360, Mexico"],"affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional, Avenida Instituto Polit\u00e9cnico Nacional #2508, Ciudad de M\u00e9xico 07360, Mexico","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032066683","display_name":"Jos\u00e9 Enrique Botello-\u00c1lvarez","orcid":"https://orcid.org/0000-0002-8716-2066"},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I4210145284","display_name":"Technological Institute of Celaya","ror":"https://ror.org/03tamv273","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210145284"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Enrique Botello-\u00c1lvarez","raw_affiliation_strings":["Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico","institution_ids":["https://openalex.org/I4210145284","https://openalex.org/I4210090124"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011632266","display_name":"Alejandro Israel Barranco Guti\u00e9rrez","orcid":"https://orcid.org/0000-0002-5050-6208"},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I4210145284","display_name":"Technological Institute of Celaya","ror":"https://ror.org/03tamv273","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210145284"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Alejandro Israel Barranco-Guti\u00e9rrez","raw_affiliation_strings":["Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico Nacional de M\u00e9xico en Celaya (TecNM), Antonio Garc\u00eda Cubas, Pte #600 Esquina. Av. Tecnol\u00f3gico, Celaya 38010, Mexico","institution_ids":["https://openalex.org/I4210145284","https://openalex.org/I4210090124"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5011632266"],"corresponding_institution_ids":["https://openalex.org/I4210090124","https://openalex.org/I4210145284"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.3479,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64720217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"15","issue":"7","first_page":"1417","last_page":"1417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9995999932289124,"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":0.9995999932289124,"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/T10320","display_name":"Neural Networks and Applications","score":0.9968000054359436,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6219722032546997},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.5979087352752686},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.562253475189209},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.561724841594696},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5613772869110107},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5599011182785034},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.496919184923172},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.42367878556251526},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40594908595085144},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.38928598165512085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2710636258125305},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.26547133922576904},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08980730175971985}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6219722032546997},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5979087352752686},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.562253475189209},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.561724841594696},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5613772869110107},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5599011182785034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.496919184923172},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.42367878556251526},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40594908595085144},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.38928598165512085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2710636258125305},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.26547133922576904},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08980730175971985}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/sym15071417","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym15071417","pdf_url":"https://www.mdpi.com/2073-8994/15/7/1417/pdf?version=1689335931","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e8b0f3f1650e462eb4f9832abf4b4ddc","is_oa":true,"landing_page_url":"https://doaj.org/article/e8b0f3f1650e462eb4f9832abf4b4ddc","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 15, Iss 7, p 1417 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-8994/15/7/1417/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/sym15071417","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry; Volume 15; Issue 7; Pages: 1417","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/sym15071417","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym15071417","pdf_url":"https://www.mdpi.com/2073-8994/15/7/1417/pdf?version=1689335931","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313760","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/03dga7879"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384338613.pdf"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W43637044","https://openalex.org/W843185653","https://openalex.org/W1507773449","https://openalex.org/W1830992845","https://openalex.org/W2002041997","https://openalex.org/W2014728147","https://openalex.org/W2019207321","https://openalex.org/W2019606348","https://openalex.org/W2027101567","https://openalex.org/W2029331611","https://openalex.org/W2042544784","https://openalex.org/W2046738003","https://openalex.org/W2050104415","https://openalex.org/W2050288270","https://openalex.org/W2061358997","https://openalex.org/W2067966792","https://openalex.org/W2079325629","https://openalex.org/W2091546382","https://openalex.org/W2094664509","https://openalex.org/W2096016567","https://openalex.org/W2097538524","https://openalex.org/W2098783592","https://openalex.org/W2103518983","https://openalex.org/W2108918564","https://openalex.org/W2117370805","https://openalex.org/W2126369463","https://openalex.org/W2129013743","https://openalex.org/W2132093718","https://openalex.org/W2150483639","https://openalex.org/W2151863350","https://openalex.org/W2152161790","https://openalex.org/W2153196467","https://openalex.org/W2156060469","https://openalex.org/W2158316397","https://openalex.org/W2162635690","https://openalex.org/W2165729498","https://openalex.org/W2170104456","https://openalex.org/W2760877408","https://openalex.org/W2766476556","https://openalex.org/W2792527526","https://openalex.org/W2796698500","https://openalex.org/W2910646677","https://openalex.org/W2916471281","https://openalex.org/W2918882650","https://openalex.org/W2921150294","https://openalex.org/W2921735983","https://openalex.org/W3022013310","https://openalex.org/W3108106612","https://openalex.org/W3110103487","https://openalex.org/W3110117711","https://openalex.org/W3110451665","https://openalex.org/W3111059971","https://openalex.org/W3136304869","https://openalex.org/W4214559588","https://openalex.org/W4249749961","https://openalex.org/W6630410791","https://openalex.org/W6685053105","https://openalex.org/W6776559232"],"related_works":["https://openalex.org/W2768005043","https://openalex.org/W2765961949","https://openalex.org/W4244255161","https://openalex.org/W3119865579","https://openalex.org/W2897870065","https://openalex.org/W2316629716","https://openalex.org/W2619923004","https://openalex.org/W2033613435","https://openalex.org/W3119111295","https://openalex.org/W2750393159"],"abstract_inverted_index":{"Fuzzy":[0],"systems":[1],"are":[2,18,55,76,108],"widely":[3],"used":[4],"in":[5,154,189],"most":[6],"fields":[7],"of":[8,44,62,88,103,130,133,139,180],"science":[9],"and":[10,24,41,81,92,128,167],"engineering,":[11],"mainly":[12],"because":[13],"the":[14,31,60,63,85,100,118,124,134,140,159,181],"models":[15,47],"they":[16],"produce":[17],"robust,":[19],"accurate,":[20],"easy":[21],"to":[22,83,95,111,122,158,168],"evaluate":[23],"capture":[25],"real-world":[26],"uncertainty":[27],"better":[28,188],"than":[29],"do":[30],"classical":[32],"alternatives.":[33],"We":[34],"propose":[35],"a":[36,68,114],"new":[37],"methodology":[38],"for":[39,67],"structure":[40,126],"parameter":[42],"tuning":[43],"Takagi\u2013Sugeno\u2013Kang":[45],"fuzzy":[46,135,163,176],"using":[48,99,149],"several":[49],"optimization":[50,86],"techniques.":[51],"The":[52,73,137],"output":[53],"parameters":[54],"determined":[56],"analytically,":[57],"by":[58,78,145],"finding":[59,89,123],"minimum":[61],"root-mean-square":[64],"error":[65,71],"(RMSE)":[66],"properly":[69],"defined":[70],"function.":[72],"membership":[74,131],"functions":[75],"simplified":[77],"considering":[79],"symmetry":[80],"equispacing,":[82],"reduce":[84],"problem":[87],"their":[90],"parameters,":[91],"allow":[93],"it":[94],"be":[96],"carried":[97],"out":[98],"numerical":[101],"method":[102],"gradient":[104],"descent.":[105],"Both":[106],"algorithms":[107],"fast":[109],"enough":[110],"finally":[112],"implement":[113],"strategy":[115,142],"based":[116,173],"on":[117,174],"hill":[119],"climbing":[120],"approach":[121],"optimal":[125],"(number":[127],"type":[129],"functions)":[132],"system.":[136],"effectiveness":[138],"proposed":[141],"is":[143],"shown":[144],"comparing":[146],"its":[147],"performance,":[148],"four":[150],"case":[151,191],"studies":[152],"found":[153],"current":[155],"relevant":[156],"works,":[157],"popular":[160],"adaptive":[161],"network-based":[162],"inference":[164],"system":[165],"(ANFIS),":[166],"other":[169],"recently":[170],"published":[171],"strategies":[172],"evolutionary":[175],"models.":[177],"In":[178],"terms":[179],"RMSE,":[182],"performance":[183],"was":[184],"at":[185],"least":[186],"28%":[187],"all":[190],"studies.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
