{"id":"https://openalex.org/W2141946110","doi":"https://doi.org/10.1109/icsmc.2007.4413794","title":"The design of self-organizing fuzzy neural networks based on Ga-ecpso and MBP","display_name":"The design of self-organizing fuzzy neural networks based on Ga-ecpso and MBP","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2141946110","doi":"https://doi.org/10.1109/icsmc.2007.4413794","mag":"2141946110"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2007.4413794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2007.4413794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Systems, Man and Cybernetics","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/A5101836736","display_name":"Liang Zhao","orcid":"https://orcid.org/0000-0003-1556-969X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Liang Zhao","raw_affiliation_strings":["Key Laboratory for Complex Systems and Intelligence Science, Chinese Academy and Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory for Complex Systems and Intelligence Science, Chinese Academy and Sciences, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113600509","display_name":"Fei\u2010Yue Wang","orcid":"https://orcid.org/0000-0001-9185-3989"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fei-Yue Wang","raw_affiliation_strings":["Key Laboratory for Complex Systems and Intelligence Science, Chinese Academy and Sciences, Beijing, China","Program for Advanced Research in Complex Systems, Department of Systems and Industrial Engineering, University of Arizona Tucson, Tucson, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Key Laboratory for Complex Systems and Intelligence Science, Chinese Academy and Sciences, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Program for Advanced Research in Complex Systems, Department of Systems and Industrial Engineering, University of Arizona Tucson, Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101836736"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.408,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85897408,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":null,"first_page":"1618","last_page":"1623"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9973000288009644,"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":0.9973000288009644,"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":0.9968000054359436,"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":0.9951000213623047,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7926139831542969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6798108816146851},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6273559331893921},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6208468079566956},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6012993454933167},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5419133901596069},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5097784399986267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4961737096309662},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.49202224612236023},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.45554226636886597},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.29290491342544556},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26007717847824097}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7926139831542969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6798108816146851},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6273559331893921},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6208468079566956},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6012993454933167},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5419133901596069},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5097784399986267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4961737096309662},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.49202224612236023},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.45554226636886597},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29290491342544556},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26007717847824097},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2007.4413794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2007.4413794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Systems, Man and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W166167719","https://openalex.org/W410825258","https://openalex.org/W609513197","https://openalex.org/W1576064560","https://openalex.org/W1576818901","https://openalex.org/W1639032689","https://openalex.org/W1836263003","https://openalex.org/W1929826875","https://openalex.org/W1978970913","https://openalex.org/W2011304357","https://openalex.org/W2019207321","https://openalex.org/W2020009149","https://openalex.org/W2081749411","https://openalex.org/W2104727184","https://openalex.org/W2110775809","https://openalex.org/W2113076747","https://openalex.org/W2119893066","https://openalex.org/W2122592549","https://openalex.org/W2140464249","https://openalex.org/W2145479133","https://openalex.org/W2147741940","https://openalex.org/W2165729498","https://openalex.org/W2169245194","https://openalex.org/W2284330674","https://openalex.org/W3023540311","https://openalex.org/W4240032041","https://openalex.org/W4300506249","https://openalex.org/W6614287309"],"related_works":["https://openalex.org/W4239286941","https://openalex.org/W2088845016","https://openalex.org/W589102260","https://openalex.org/W1966421350","https://openalex.org/W1868434454","https://openalex.org/W4366985237","https://openalex.org/W4367365565","https://openalex.org/W2810569973","https://openalex.org/W2128396103","https://openalex.org/W4366984740"],"abstract_inverted_index":{"A":[0],"novel":[1],"hybrid":[2],"learning":[3,22,101],"algorithm":[4,69],"which":[5],"automates":[6],"the":[7,10,38,46,58,63,84,93,100,104,113,117],"design":[8],"of":[9,52,116],"FNNs":[11],"is":[12,18,42,89,107],"proposed":[13,81],"in":[14],"this":[15],"paper.":[16],"It":[17],"based":[19],"on":[20],"two-stage":[21],"process.":[23],"First,":[24],"mean":[25,30],"shift":[26],"clustering":[27],"(MSC)":[28],"and":[29,50,55,76,97],"firing":[31],"strength":[32],"(MFS)":[33],"are":[34,80],"combined":[35],"to":[36,44,61,82,91],"identify":[37],"structure.":[39,66],"The":[40,87,109],"MSC":[41],"used":[43,90],"generate":[45],"initial":[47,59],"network":[48,60,65],"structure":[49],"parameters":[51,95],"each":[53],"neuron":[54],"MFS":[56],"refines":[57],"produce":[62],"optimal":[64],"Next,":[67],"genetic":[68],"enhancing":[70],"chaotic":[71],"particle":[72],"swarm":[73],"optimization":[74],"(GA-ECPSO)":[75],"modified":[77],"back-propagation":[78],"(MBP)":[79],"learn":[83],"free":[85],"parameters.":[86],"GA-ECPSO":[88],"seek":[92],"near-optimal":[94],"solution":[96],"MBP":[98],"continues":[99],"process":[102],"until":[103],"terminal":[105],"condition":[106],"satisfied.":[108],"simulation":[110],"experiment":[111],"demonstrates":[112],"superior":[114],"performance":[115],"algorithm.":[118]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}