{"id":"https://openalex.org/W2000739484","doi":"https://doi.org/10.1109/fskd.2012.6233937","title":"A new neuro-fuzzy approach for nonlinear system identification based on differential evolution","display_name":"A new neuro-fuzzy approach for nonlinear system identification based on differential evolution","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2000739484","doi":"https://doi.org/10.1109/fskd.2012.6233937","mag":"2000739484"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2012.6233937","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2012.6233937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-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/A5034659085","display_name":"Xiaocen Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaocen Xue","raw_affiliation_strings":["School of Energy and Environment, South East University, Nanjing, China","School of Energy and Environment, Southeast University, Nanjing, CHINA"],"affiliations":[{"raw_affiliation_string":"School of Energy and Environment, South East University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Energy and Environment, Southeast University, Nanjing, CHINA","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024852184","display_name":"Zhanbo Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanbo Dong","raw_affiliation_strings":["School of Energy and Environment, South East University, Nanjing, China","School of Energy and Environment, Southeast University, Nanjing, CHINA"],"affiliations":[{"raw_affiliation_string":"School of Energy and Environment, South East University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Energy and Environment, Southeast University, Nanjing, CHINA","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040589268","display_name":"Wenguo Xiang","orcid":"https://orcid.org/0000-0001-9989-0936"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenguo Xiang","raw_affiliation_strings":["School of Energy and Environment, South East University, Nanjing, China","School of Energy and Environment, Southeast University, Nanjing, CHINA"],"affiliations":[{"raw_affiliation_string":"School of Energy and Environment, South East University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Energy and Environment, Southeast University, Nanjing, CHINA","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112119779","display_name":"Jianhong L\u00fc","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhong Lu","raw_affiliation_strings":["School of Energy and Environment, South East University, Nanjing, China","School of Energy and Environment, Southeast University, Nanjing, CHINA"],"affiliations":[{"raw_affiliation_string":"School of Energy and Environment, South East University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Energy and Environment, Southeast University, Nanjing, CHINA","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034659085"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":0.4281,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70587014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"25","issue":null,"first_page":"409","last_page":"413"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9987000226974487,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.991100013256073,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.6608788967132568},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6502362489700317},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6144391894340515},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6121882796287537},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.557060182094574},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5288872718811035},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5243870615959167},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.49026015400886536},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4693867862224579},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4233683943748474},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3581947684288025},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3531140089035034},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26358622312545776}],"concepts":[{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.6608788967132568},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6502362489700317},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6144391894340515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6121882796287537},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.557060182094574},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5288872718811035},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5243870615959167},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.49026015400886536},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4693867862224579},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4233683943748474},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3581947684288025},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3531140089035034},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26358622312545776},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2012.6233937","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2012.6233937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th International Conference on Fuzzy Systems and Knowledge Discovery","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":14,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W2079325629","https://openalex.org/W2088362614","https://openalex.org/W2101750763","https://openalex.org/W2106504576","https://openalex.org/W2120092679","https://openalex.org/W2129791511","https://openalex.org/W2145678332","https://openalex.org/W2148035494","https://openalex.org/W2154327251","https://openalex.org/W2159129750","https://openalex.org/W2164679752","https://openalex.org/W2166814474","https://openalex.org/W2370604496"],"related_works":["https://openalex.org/W4388311650","https://openalex.org/W5922282","https://openalex.org/W1974056099","https://openalex.org/W4245343541","https://openalex.org/W2386077341","https://openalex.org/W563589758","https://openalex.org/W3207109968","https://openalex.org/W2336148757","https://openalex.org/W829773823","https://openalex.org/W2937114745"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,40,89],"new":[4],"neuro-fuzzy":[5],"approach":[6,15],"for":[7,55],"complex":[8],"dynamical":[9],"systems":[10],"identification":[11,97],"is":[12,39,53,63],"proposed.":[13],"The":[14,32,49],"combines":[16],"the":[17,35,74,102,105],"merits":[18],"of":[19,34,94,104],"fuzzy":[20,45,75],"logic":[21],"theory,":[22],"radial":[23,42],"basis":[24,43],"function":[25,44],"neural":[26,46],"networks,":[27],"and":[28,70,78],"differential":[29,50],"evolution":[30,51],"algorithm.":[31],"structure":[33,77],"proposed":[36,106],"algorithm":[37,52],"model":[38],"four-layer":[41],"network":[47,56,76],"(RBFFNN).":[48],"used":[54],"optimization.":[57],"A":[58],"parameter":[59,79],"called":[60],"contribution":[61],"factor":[62],"introduced":[64],"to":[65,100],"find":[66],"out":[67],"unimportant":[68],"rules,":[69],"delete":[71],"them.":[72],"Both":[73],"learning":[80],"can":[81],"be":[82],"performed":[83],"automatically":[84],"from":[85],"input-output":[86],"samples":[87],"without":[88],"priori":[90],"knowledge.":[91],"Finally,":[92],"examples":[93],"thermal":[95],"processes":[96],"are":[98],"given":[99],"illustrate":[101],"effectiveness":[103],"approach.":[107]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}