{"id":"https://openalex.org/W2735200102","doi":"https://doi.org/10.1145/3067695.3082487","title":"Classifier systems with native fuzzy logic control operation","display_name":"Classifier systems with native fuzzy logic control operation","publication_year":2017,"publication_date":"2017-07-11","ids":{"openalex":"https://openalex.org/W2735200102","doi":"https://doi.org/10.1145/3067695.3082487","mag":"2735200102"},"language":"en","primary_location":{"id":"doi:10.1145/3067695.3082487","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3067695.3082487","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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/A5029869782","display_name":"Nugroho Fredivianus","orcid":null},"institutions":[{"id":"https://openalex.org/I106157433","display_name":"University of Kassel","ror":"https://ror.org/04zc7p361","country_code":"DE","type":"education","lineage":["https://openalex.org/I106157433"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nugroho Fredivianus","raw_affiliation_strings":["University of Kassel"],"affiliations":[{"raw_affiliation_string":"University of Kassel","institution_ids":["https://openalex.org/I106157433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077860593","display_name":"Kurt Geihs","orcid":"https://orcid.org/0000-0001-9833-6108"},"institutions":[{"id":"https://openalex.org/I106157433","display_name":"University of Kassel","ror":"https://ror.org/04zc7p361","country_code":"DE","type":"education","lineage":["https://openalex.org/I106157433"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kurt Geihs","raw_affiliation_strings":["University of Kassel"],"affiliations":[{"raw_affiliation_string":"University of Kassel","institution_ids":["https://openalex.org/I106157433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029869782"],"corresponding_institution_ids":["https://openalex.org/I106157433"],"apc_list":null,"apc_paid":null,"fwci":0.1038,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.3940793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1341","last_page":"1348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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":0.982200026512146,"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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9531000256538391,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7294087409973145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7280455231666565},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6602585911750793},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5969454050064087},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5397248268127441},{"id":"https://openalex.org/keywords/learning-classifier-system","display_name":"Learning classifier system","score":0.5395568609237671},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4929165840148926},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4737604260444641},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.41690003871917725},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.4107205271720886},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.26139187812805176},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13726720213890076}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7294087409973145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7280455231666565},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6602585911750793},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5969454050064087},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5397248268127441},{"id":"https://openalex.org/C199190896","wikidata":"https://www.wikidata.org/wiki/Q3509276","display_name":"Learning classifier system","level":3,"score":0.5395568609237671},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4929165840148926},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4737604260444641},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.41690003871917725},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.4107205271720886},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.26139187812805176},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13726720213890076},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3067695.3082487","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3067695.3082487","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":22,"referenced_works":["https://openalex.org/W38977886","https://openalex.org/W1488144562","https://openalex.org/W1521497469","https://openalex.org/W1545159022","https://openalex.org/W1584213932","https://openalex.org/W1594781927","https://openalex.org/W1989101984","https://openalex.org/W1995598037","https://openalex.org/W2043344120","https://openalex.org/W2051777484","https://openalex.org/W2066556150","https://openalex.org/W2084028892","https://openalex.org/W2104568672","https://openalex.org/W2125321720","https://openalex.org/W2134367663","https://openalex.org/W2167010379","https://openalex.org/W2169107971","https://openalex.org/W2477329842","https://openalex.org/W2496221789","https://openalex.org/W2561675875","https://openalex.org/W2586362148","https://openalex.org/W3004042307"],"related_works":["https://openalex.org/W3207109968","https://openalex.org/W2133615482","https://openalex.org/W2336148757","https://openalex.org/W829773823","https://openalex.org/W2090182691","https://openalex.org/W2307006421","https://openalex.org/W2937114745","https://openalex.org/W2963162645","https://openalex.org/W2018284899","https://openalex.org/W2899215555"],"abstract_inverted_index":{"Classifier":[0,39],"systems":[1,93],"with":[2,62],"an":[3,65],"efficient":[4],"learning":[5,90],"process":[6],"are":[7],"capable":[8],"of":[9,14,89,99],"producing":[10],"a":[11,27,56,75,87,97],"compact":[12],"set":[13,52,98],"accurate":[15],"rules,":[16],"and":[17,49,71],"therefore":[18],"have":[19],"the":[20,24,36,46,50,103],"potential":[21],"to":[22,44,68,73,102],"play":[23],"role":[25],"as":[26],"knowledge":[28,76],"collector":[29],"for":[30,109],"other":[31],"systems.":[32],"In":[33],"this":[34],"paper,":[35],"accuracy-based":[37],"Learning":[38],"System":[40],"(XCS)":[41],"is":[42],"guided":[43],"build":[45],"membership":[47],"function":[48],"rule":[51],"commonly":[53],"owned":[54],"by":[55,107],"fuzzy":[57],"logic":[58],"controller":[59],"(FLC).":[60],"Initialized":[61],"empty":[63],"knowledge,":[64],"agent":[66],"responds":[67],"real-valued":[69],"inputs":[70],"learns":[72],"compose":[74,96],"using":[77],"XCS.":[78],"Results":[79],"obtained":[80],"from":[81],"extensive":[82],"experiments":[83],"show":[84],"that":[85],"after":[86],"number":[88],"cycles,":[91],"classifier":[92],"can":[94],"actually":[95],"rules":[100],"similar":[101],"mapping":[104],"mechanism":[105],"designed":[106],"humans":[108],"FLC's":[110],"operation.":[111]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}