{"id":"https://openalex.org/W2790737334","doi":"https://doi.org/10.1109/access.2018.2807124","title":"Hierarchical Flexible Beta Fuzzy Design by a Multi-Objective Evolutionary Hybrid Approach","display_name":"Hierarchical Flexible Beta Fuzzy Design by a Multi-Objective Evolutionary Hybrid Approach","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2790737334","doi":"https://doi.org/10.1109/access.2018.2807124","mag":"2790737334"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2807124","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2807124","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2807124","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035070049","display_name":"Yosra Jarraya","orcid":"https://orcid.org/0000-0003-2628-0461"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Yosra Jarraya","raw_affiliation_strings":["Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024175395","display_name":"Souhir Bouaziz","orcid":"https://orcid.org/0000-0003-1076-2917"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Souhir Bouaziz","raw_affiliation_strings":["Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053613060","display_name":"Adel M. Alimi","orcid":"https://orcid.org/0000-0002-0642-3384"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Adel M. Alimi","raw_affiliation_strings":["Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035070049"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.02173834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"6","issue":null,"first_page":"11544","last_page":"11558"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9930999875068665,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9930999875068665,"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":0.9905999898910522,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/computer-science","display_name":"Computer science","score":0.664181113243103},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5641775131225586},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3152977228164673}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.664181113243103},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5641775131225586},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3152977228164673}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2807124","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2807124","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:804da2f43464458bae1038a76a1ae68f","is_oa":true,"landing_page_url":"https://doaj.org/article/804da2f43464458bae1038a76a1ae68f","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 11544-11558 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2807124","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2807124","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W92037294","https://openalex.org/W1498851019","https://openalex.org/W1515083049","https://openalex.org/W1529581331","https://openalex.org/W1570834090","https://openalex.org/W1752762036","https://openalex.org/W1966685908","https://openalex.org/W1992889297","https://openalex.org/W1995309843","https://openalex.org/W2004439857","https://openalex.org/W2021490213","https://openalex.org/W2023474976","https://openalex.org/W2026301394","https://openalex.org/W2028466423","https://openalex.org/W2036490237","https://openalex.org/W2071982647","https://openalex.org/W2073082177","https://openalex.org/W2077019318","https://openalex.org/W2087051576","https://openalex.org/W2104187566","https://openalex.org/W2105109747","https://openalex.org/W2108736310","https://openalex.org/W2113771037","https://openalex.org/W2115304016","https://openalex.org/W2121245981","https://openalex.org/W2121834668","https://openalex.org/W2126105956","https://openalex.org/W2133954889","https://openalex.org/W2148347691","https://openalex.org/W2151768209","https://openalex.org/W2152187914","https://openalex.org/W2154361745","https://openalex.org/W2156751250","https://openalex.org/W2159543062","https://openalex.org/W2170515401","https://openalex.org/W2171288843","https://openalex.org/W2171539475","https://openalex.org/W2188663595","https://openalex.org/W2287814884","https://openalex.org/W2313953460","https://openalex.org/W2370792059","https://openalex.org/W2775257989","https://openalex.org/W2912336305","https://openalex.org/W2964313972","https://openalex.org/W4253708194","https://openalex.org/W6603732572","https://openalex.org/W6663744623","https://openalex.org/W6676485899","https://openalex.org/W6683147535","https://openalex.org/W6696126189"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,34,60,87,138,159],"novel":[4],"evolutionary":[5],"approach":[6,20,123],"for":[7,129],"the":[8,28,39,49,52,65,68,76,94,97,105,114,130,134,149,175],"automated":[9],"modeling":[10],"of":[11,32,51,58,67,90,99,108,148,183],"efficient":[12],"hierarchical":[13,53,69,141],"or":[14],"multilevel":[15],"fuzzy":[16,54,70,84,91,142],"systems.":[17],"The":[18,56,120,146],"proposed":[19,35,121,176],"is":[21,144,151],"formed":[22],"by":[23,112],"two":[24,126],"principal":[25],"learning":[26,127,132],"stages:":[27],"first":[29],"stage":[30],"consists":[31],"using":[33],"multi-objective":[36,40],"algorithm":[37,44],"called":[38],"extended":[41],"immune":[42],"programming":[43],"in":[45,75,181],"order":[46],"to":[47,63,73],"evolve":[48],"architecture":[50,131],"system.":[55],"use":[57],"such":[59],"step":[61],"aims":[62],"optimize":[64],"structure":[66],"system":[71,85,143,177],"and":[72,81,104,133,164,189],"generate":[74],"same":[77],"time":[78],"an":[79,82],"accurate":[80],"interpretable":[83],"with":[86,171],"few":[88],"number":[89],"rules.":[92],"In":[93],"second":[95],"stage,":[96],"parameters":[98,103],"beta":[100],"membership":[101],"function":[102],"consequent":[106],"parts":[107],"rules":[109],"are":[110],"tuned":[111],"applying":[113],"hybrid":[115,122],"artificial":[116],"bee":[117],"colony":[118],"algorithm.":[119],"interleaves":[124],"these":[125],"phases":[128],"parameter":[135],"tuning":[136],"until":[137],"near":[139],"optimum":[140],"generated.":[145],"efficiency":[147],"methodology":[150],"evaluated":[152],"through":[153],"some":[154,165],"well-known":[155],"benchmark":[156],"time-series":[157],"problems,":[158],"nonlinear":[160],"plant":[161],"identification":[162],"problem,":[163],"high-dimensional":[166],"classification":[167],"data":[168],"sets.":[169],"Compared":[170],"other":[172],"existing":[173],"works,":[174],"proves":[178],"its":[179],"superiority":[180],"terms":[182],"reaching":[184],"high":[185],"accuracy,":[186],"smaller":[187],"rule-base,":[188],"good":[190],"convergence":[191],"speed.":[192]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}