{"id":"https://openalex.org/W2168955677","doi":"https://doi.org/10.1109/icsmc.2003.1244700","title":"A design for a self-organizing fuzzy neural network based on the genetic algorithm","display_name":"A design for a self-organizing fuzzy neural network based on the genetic algorithm","publication_year":2004,"publication_date":"2004-03-30","ids":{"openalex":"https://openalex.org/W2168955677","doi":"https://doi.org/10.1109/icsmc.2003.1244700","mag":"2168955677"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2003.1244700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2003.1244700","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483)","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/A5084773275","display_name":"G. Leng","orcid":"https://orcid.org/0009-0004-1709-4186"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"G. Leng","raw_affiliation_strings":["School of Computing and Intelligent Systems, University of Ulster, Magee Derry, Northern Irealand, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing and Intelligent Systems, University of Ulster, Magee Derry, Northern Irealand, United Kingdom","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077410877","display_name":"T.M. McGinnity","orcid":"https://orcid.org/0000-0002-9897-4748"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"T.M. McGinnity","raw_affiliation_strings":["School of Computing and Intelligent Systems, University of Ulster, Magee Derry, Northern Irealand, United Kingdom","University of Ulster, Coleraine, Londonderry, GB"],"affiliations":[{"raw_affiliation_string":"School of Computing and Intelligent Systems, University of Ulster, Magee Derry, Northern Irealand, United Kingdom","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Coleraine, Londonderry, GB","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029387027","display_name":"G. Prased","orcid":null},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"G. Prased","raw_affiliation_strings":["Sch. of Comput. & Intelligent Syst., Ulster Univ., Magee, UK"],"affiliations":[{"raw_affiliation_string":"Sch. of Comput. & Intelligent Syst., Ulster Univ., Magee, UK","institution_ids":["https://openalex.org/I138801177"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084773275"],"corresponding_institution_ids":["https://openalex.org/I138801177"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.13854302,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"1967","last_page":"1972"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9988999962806702,"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":0.9717000126838684,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6109486222267151},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6020832657814026},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5912383794784546},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5907448530197144},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5895305871963501},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5598308444023132},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.5240393280982971},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.45435065031051636},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4085502624511719},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3280184268951416},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2328105866909027}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6109486222267151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6020832657814026},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5912383794784546},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5907448530197144},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5895305871963501},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5598308444023132},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.5240393280982971},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.45435065031051636},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4085502624511719},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3280184268951416},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2328105866909027},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2003.1244700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2003.1244700","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483)","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":12,"referenced_works":["https://openalex.org/W1965198822","https://openalex.org/W1982147649","https://openalex.org/W1988589234","https://openalex.org/W2019207321","https://openalex.org/W2062706881","https://openalex.org/W2078094465","https://openalex.org/W2079325629","https://openalex.org/W2103283316","https://openalex.org/W2134961275","https://openalex.org/W2155399784","https://openalex.org/W2169934749","https://openalex.org/W6670547122"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4239286941","https://openalex.org/W2088845016","https://openalex.org/W589102260","https://openalex.org/W1966421350","https://openalex.org/W2745001401","https://openalex.org/W3207109968","https://openalex.org/W2133615482","https://openalex.org/W829773823","https://openalex.org/W2937114745"],"abstract_inverted_index":{"A":[0,37,101],"novel":[1],"hybrid":[2,63],"algorithm":[3,17,64],"based":[4,14,41,65],"on":[5,15,42,66],"the":[6,47,57,87,111,114],"genetic":[7,16,67],"algorithm,":[8],"named":[9],"self-organizing":[10],"fuzzy":[11,24,32,51],"neural":[12,25],"network":[13,26],"(SOFNNGA),":[18],"is":[19,53,75,107],"proposed":[20,115],"to":[21,27,55,77,109],"design":[22],"a":[23,62,104],"implement":[28],"Takagi-Sugeno":[29],"(TS)":[30],"type":[31],"models":[33],"in":[34],"this":[35],"paper.":[36],"new":[38],"adding":[39],"method":[40],"geometric":[43],"growing":[44],"criterion":[45],"and":[46,70,90,93],"/spl":[48],"epsiv/-completeness":[49],"of":[50,95,113],"rules":[52],"used":[54,76],"generate":[56],"initial":[58],"structure":[59],"firstly.":[60],"Then":[61],"algorithms,":[68],"backpropagation,":[69],"recursive":[71],"least":[72],"squares":[73],"estimation":[74],"adjust":[78],"all":[79,96],"parameters,":[80],"which":[81],"has":[82],"two":[83],"steps:":[84],"first,":[85],"adjusting":[86],"parameter":[88],"matrix,":[89],"second,":[91],"centers":[92],"widths":[94],"membership":[97],"functions":[98],"are":[99],"modified.":[100],"simulation":[102],"for":[103],"benchmark":[105],"problem":[106],"presented":[108],"illustrate":[110],"performance":[112],"algorithm.":[116]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}