{"id":"https://openalex.org/W7147709327","doi":"https://doi.org/10.1007/s12065-026-01184-5","title":"Incremental evolutionary neuro-fuzzy system with dynamic population and diversity control","display_name":"Incremental evolutionary neuro-fuzzy system with dynamic population and diversity control","publication_year":2026,"publication_date":"2026-04-01","ids":{"openalex":"https://openalex.org/W7147709327","doi":"https://doi.org/10.1007/s12065-026-01184-5"},"language":"en","primary_location":{"id":"doi:10.1007/s12065-026-01184-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12065-026-01184-5","pdf_url":null,"source":{"id":"https://openalex.org/S182392644","display_name":"Evolutionary Intelligence","issn_l":"1864-5909","issn":["1864-5909","1864-5917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/s12065-026-01184-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003172906","display_name":"Glender Br\u00e1s","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Glender Br\u00e1s","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132559383","display_name":"Fl\u00e1vio V. C. Martins","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fl\u00e1vio V. C. Martins","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074650590","display_name":"Elizabeth F. Wanner","orcid":"https://orcid.org/0000-0001-6450-3043"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elizabeth F. Wanner","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5132611021","display_name":"Alisson M. Silva","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alisson M. Silva","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003172906"],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.80155076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.7166000008583069,"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":0.7166000008583069,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.042899999767541885,"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":0.02419999986886978,"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/population","display_name":"Population","score":0.5415999889373779},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.46470001339912415},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4478999972343445},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.38690000772476196},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.30410000681877136},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.3012999892234802}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7706999778747559},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5415999889373779},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.46470001339912415},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4478999972343445},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.38690000772476196},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3495999872684479},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30160000920295715},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.29429998993873596},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.28540000319480896},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C171578705","wikidata":"https://www.wikidata.org/wiki/Q5418700","display_name":"Evolutionary dynamics","level":3,"score":0.26409998536109924},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.2581999897956848}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12065-026-01184-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12065-026-01184-5","pdf_url":null,"source":{"id":"https://openalex.org/S182392644","display_name":"Evolutionary Intelligence","issn_l":"1864-5909","issn":["1864-5909","1864-5917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:publications.aston.ac.uk:48929","is_oa":true,"landing_page_url":"https://publications.aston.ac.uk/view/author/01479f293b60f4a8b940d93b243c74a6.html>","pdf_url":"https://publications.aston.ac.uk/id/eprint/48929/1/G_Bras_et_al_Incremental_evolutionary_neuro-fuzzy_system_w_dynamic_population_and_diversity_control.pdf","source":{"id":"https://openalex.org/S4306400483","display_name":"Aston Publications Explorer (Aston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169199633","host_organization_name":"Aston University","host_organization_lineage":["https://openalex.org/I169199633"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"doi:10.1007/s12065-026-01184-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12065-026-01184-5","pdf_url":null,"source":{"id":"https://openalex.org/S182392644","display_name":"Evolutionary Intelligence","issn_l":"1864-5909","issn":["1864-5909","1864-5917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1587009118","https://openalex.org/W1901616594","https://openalex.org/W2060000344","https://openalex.org/W2079325629","https://openalex.org/W2114232743","https://openalex.org/W2127598220","https://openalex.org/W2135445066","https://openalex.org/W2791169496","https://openalex.org/W2796698500","https://openalex.org/W2797928606","https://openalex.org/W2909962776","https://openalex.org/W2987201163","https://openalex.org/W2988571238","https://openalex.org/W3007210501","https://openalex.org/W3009535589","https://openalex.org/W3018694216","https://openalex.org/W3033652527","https://openalex.org/W3038398002","https://openalex.org/W3047399933","https://openalex.org/W3083754078","https://openalex.org/W3109971304","https://openalex.org/W3122444757","https://openalex.org/W3153326479","https://openalex.org/W3153473059","https://openalex.org/W3179950556","https://openalex.org/W4206448611","https://openalex.org/W4220726206","https://openalex.org/W4250364582","https://openalex.org/W4293428371","https://openalex.org/W4307834012","https://openalex.org/W4310494058","https://openalex.org/W4312214845","https://openalex.org/W4316653242","https://openalex.org/W4318240128","https://openalex.org/W4321021033","https://openalex.org/W4360616010","https://openalex.org/W4367032443","https://openalex.org/W4385143759","https://openalex.org/W4385813880","https://openalex.org/W4388906169","https://openalex.org/W4393342420","https://openalex.org/W4401010238","https://openalex.org/W4402289187","https://openalex.org/W4407056046","https://openalex.org/W4410628961","https://openalex.org/W4411599877","https://openalex.org/W4412106368","https://openalex.org/W4412489806"],"related_works":[],"abstract_inverted_index":{"This":[0],"work":[1],"introduces":[2],"a":[3,85,164],"novel":[4],"approach":[5,168],"for":[6,88,169],"autonomous":[7],"rule":[8,45,103],"modeling":[9],"in":[10,100,143],"evolutionary":[11],"neuro-fuzzy":[12],"systems.":[13],"The":[14,59,132],"proposed":[15,157],"model,":[16],"called":[17],"DGP-NF,":[18],"combines":[19],"multi-gene":[20,89,171],"genetic":[21],"programming":[22],"with":[23,31],"dynamic":[24,135],"population":[25,62,136],"and":[26,48,56,121,137,147,166],"diversity":[27,63,138],"control":[28,139],"strategies,":[29],"integrated":[30],"an":[32],"incremental":[33],"learning":[34],"algorithm":[35],"that":[36,113],"adjusts":[37],"network":[38,49],"parameters.":[39],"DGP-NF":[40,114],"simultaneously":[41],"evolves":[42],"the":[43,76,101,126,152,156],"fuzzy":[44],"base":[46],"structure":[47],"parameters,":[50],"aiming":[51],"to":[52,97],"improve":[53],"predictive":[54,82],"accuracy":[55],"convergence":[57,146],"behavior.":[58],"model":[60],"uses":[61],"measures":[64],"based":[65],"on":[66,107,118,125],"phenotypic,":[67],"rather":[68],"than":[69],"genotypic,":[70],"characteristics,":[71],"since":[72],"phenotypes":[73],"directly":[74],"influence":[75],"system":[77],"output":[78],"and,":[79],"consequently,":[80],"its":[81],"performance.":[83],"Furthermore,":[84],"pruning":[86,159],"strategy":[87,160],"individuals,":[90],"guided":[91],"by":[92],"phenotypic":[93],"diversity,":[94],"is":[95],"introduced":[96],"reduce":[98],"redundancy":[99],"evolved":[102],"base.":[104],"Experimental":[105],"results":[106],"21":[108],"non-linear":[109],"regression":[110],"datasets":[111,120],"show":[112],"outperforms":[115],"alternative":[116],"models":[117],"16":[119],"achieves":[122],"competitive":[123],"performance":[124],"remaining":[127],"ones,":[128],"indicating":[129],"generalization":[130],"capability.":[131],"use":[133],"of":[134,151],"mechanisms":[140],"proves":[141],"effective":[142,167],"mitigating":[144],"premature":[145],"promoting":[148],"broader":[149],"exploration":[150],"search":[153],"space.":[154],"Additionally,":[155],"diversity-based":[158],"demonstrates":[161],"potential":[162],"as":[163],"simple":[165],"refining":[170],"individuals.":[172]},"counts_by_year":[],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2026-04-02T00:00:00"}
