{"id":"https://openalex.org/W2935908743","doi":"https://doi.org/10.1155/2019/9128451","title":"Nature-Inspired Optimization Algorithms for Neuro-Fuzzy Models in Real-World Control and Robotics Applications","display_name":"Nature-Inspired Optimization Algorithms for Neuro-Fuzzy Models in Real-World Control and Robotics Applications","publication_year":2019,"publication_date":"2019-04-15","ids":{"openalex":"https://openalex.org/W2935908743","doi":"https://doi.org/10.1155/2019/9128451","mag":"2935908743","pmid":"https://pubmed.ncbi.nlm.nih.gov/31143205"},"language":"en","primary_location":{"id":"doi:10.1155/2019/9128451","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/9128451","pdf_url":"http://downloads.hindawi.com/journals/cin/2019/9128451.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"editorial","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/cin/2019/9128451.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076628907","display_name":"Fevrier Valdez","orcid":"https://orcid.org/0000-0002-0159-0407"},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Fevrier Valdez","raw_affiliation_strings":["Tijuana Institute of Technology, Tijuana, BC, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-0159-0407","affiliations":[{"raw_affiliation_string":"Tijuana Institute of Technology, Tijuana, BC, Mexico","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048223855","display_name":"Oscar Castillo","orcid":"https://orcid.org/0000-0002-7385-5689"},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Oscar Castillo","raw_affiliation_strings":["Tijuana Institute of Technology, Tijuana, BC, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-7385-5689","affiliations":[{"raw_affiliation_string":"Tijuana Institute of Technology, Tijuana, BC, Mexico","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019254531","display_name":"Amita Jain","orcid":"https://orcid.org/0000-0003-0891-3675"},"institutions":[{"id":"https://openalex.org/I190765188","display_name":"Ambedkar University Delhi","ror":"https://ror.org/0039wpa60","country_code":"IN","type":"education","lineage":["https://openalex.org/I190765188"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amita Jain","raw_affiliation_strings":["Ambedkar Institute of Advanced Communication Technologies and Research, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ambedkar Institute of Advanced Communication Technologies and Research, Delhi, India","institution_ids":["https://openalex.org/I190765188"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073249271","display_name":"Dipak Kumar Jana","orcid":"https://orcid.org/0000-0003-2297-6576"},"institutions":[{"id":"https://openalex.org/I175399479","display_name":"Haldia Institute of Technology","ror":"https://ror.org/0211bs523","country_code":"IN","type":"education","lineage":["https://openalex.org/I175399479"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dipak K. Jana","raw_affiliation_strings":["Haldia Institute of Technology, Haldia, India"],"raw_orcid":"https://orcid.org/0000-0003-2297-6576","affiliations":[{"raw_affiliation_string":"Haldia Institute of Technology, Haldia, India","institution_ids":["https://openalex.org/I175399479"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076628907"],"corresponding_institution_ids":["https://openalex.org/I4210118730"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.8711,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80436932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2019","issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9817000031471252,"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/T10320","display_name":"Neural Networks and Applications","score":0.9817000031471252,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9546999931335449,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9200000166893005,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7212804555892944},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6838507652282715},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5952292680740356},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5855532288551331},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.5515897870063782},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5028678774833679},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.48864489793777466},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.472536563873291},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.46851491928100586},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42305412888526917},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4123448133468628},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3558293282985687},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.23234248161315918}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7212804555892944},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6838507652282715},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5952292680740356},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5855532288551331},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5515897870063782},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5028678774833679},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.48864489793777466},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.472536563873291},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.46851491928100586},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42305412888526917},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4123448133468628},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3558293282985687},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.23234248161315918}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1155/2019/9128451","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/9128451","pdf_url":"http://downloads.hindawi.com/journals/cin/2019/9128451.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:31143205","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31143205","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":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:c2c8ff87548a40baafee4547905d9eea","is_oa":false,"landing_page_url":"https://doaj.org/article/c2c8ff87548a40baafee4547905d9eea","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2019 (2019)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5508801","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6501267","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2019/9128451","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/9128451","pdf_url":"http://downloads.hindawi.com/journals/cin/2019/9128451.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2935908743.pdf","grobid_xml":"https://content.openalex.org/works/W2935908743.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2363465025","https://openalex.org/W2347969533","https://openalex.org/W2394153495","https://openalex.org/W2388217074","https://openalex.org/W2612694818","https://openalex.org/W2155027171","https://openalex.org/W2016475942","https://openalex.org/W2349786890","https://openalex.org/W2027135900","https://openalex.org/W4380486248"],"abstract_inverted_index":{"Nature-inspired":[0],"optimization":[1,20,138],"algorithms":[2,62,68,158,164],"are":[3,11,77,204],"a":[4,23,122,197],"recent":[5],"topic":[6],"of":[7,26,85,155,162,168,182,206,210],"research,":[8],"and":[9,53,63,75,99,176],"they":[10],"based":[12],"on":[13,153],"using":[14],"some":[15,105],"natureinspired":[16],"behaviors":[17],"to":[18,58,65,127,144,147],"solve":[19],"problems.":[21],"Currently,":[22],"large":[24],"number":[25],"approaches":[27],"have":[28,114,192],"been":[29,115],"developed":[30],"in":[31,73,165,174,213],"this":[32,188,214],"area,":[33],"such":[34],"as":[35],"particle":[36],"swarm":[37],"optimization,":[38,43],"bat":[39],"algorithm,":[40,47,52],"ant":[41],"colony":[42],"bee":[44],"colony,":[45],"dolphin":[46],"wolf":[48],"search,":[49],"flower":[50],"pollination":[51],"cat":[54],"swarm.":[55],"However,":[56],"how":[57,64,126],"design":[59,84,167],"efficient":[60],"nature-inspired":[61,137,157],"use":[66],"these":[67,120],"for":[69,171],"real-world":[70,172],"application":[71],"problems":[72],"control":[74,175],"robotics":[76],"still":[78],"important":[79],"issues.":[80],"In":[81,108,118,187],"particular,":[82],"the":[83,166,207,211],"neuro-fuzzy":[86],"models,":[87,98,121],"like":[88],"type":[89,94],"2":[90],"fuzzy":[91,96,101],"neural":[92,97,102,112,169],"networks,":[93,103],"1":[95],"intuitionistic":[100],"has":[104],"current":[106,208],"interest.":[107],"addition,":[109],"new":[110,156],"emerging":[111],"models":[113,170],"recently":[116],"proposed.":[117],"all":[119],"common":[123],"problem":[124],"is":[125,140],"obtain":[128],"an":[129,179],"optimal":[130],"structure,":[131],"which":[132],"can":[133],"be":[134],"handled":[135],"by":[136],"algorithms.":[139],"special":[141,189],"issue":[142],"aims":[143],"bring":[145],"researchers":[146],"report":[148],"their":[149],"latest":[150],"research":[151,185],"work":[152],"development":[154],"or":[159],"innovative":[160],"applications":[161,173],"existing":[163],"robotics,":[177],"with":[178],"ultimate":[180],"goal":[181],"exploring":[183],"future":[184],"directions.":[186],"issue,":[190],"we":[191],"five":[193,202],"papers":[194,203],"selected":[195],"after":[196],"careful":[198],"reviewing":[199],"process.":[200],"e":[201],"representative":[205],"state":[209],"art":[212],"area.":[215]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
