{"id":"https://openalex.org/W4308042577","doi":"https://doi.org/10.1007/s40815-022-01381-1","title":"SQ-FMFO: A Novel Scalarized Multi-objective Q-Learning Approach for Fuzzy Membership Function Optimization","display_name":"SQ-FMFO: A Novel Scalarized Multi-objective Q-Learning Approach for Fuzzy Membership Function Optimization","publication_year":2022,"publication_date":"2022-11-01","ids":{"openalex":"https://openalex.org/W4308042577","doi":"https://doi.org/10.1007/s40815-022-01381-1"},"language":"en","primary_location":{"id":"doi:10.1007/s40815-022-01381-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40815-022-01381-1","pdf_url":null,"source":{"id":"https://openalex.org/S18792341","display_name":"International Journal of Fuzzy Systems","issn_l":"1562-2479","issn":["1562-2479","2199-3211"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/SQ-FMFO_A_novel_scalarized_Multi-objective_Q-learning_approach_for_Fuzzy_membership_function_optimization/23013821","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040889431","display_name":"Bodrunnessa Badhon","orcid":null},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Bodrunnessa Badhon","raw_affiliation_strings":["Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064607051","display_name":"Mir Md. Jahangir Kabir","orcid":"https://orcid.org/0000-0003-4963-8905"},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mir Md. Jahangir Kabir","raw_affiliation_strings":["Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017750516","display_name":"Md Asifur Rahman","orcid":"https://orcid.org/0000-0001-9020-2789"},"institutions":[{"id":"https://openalex.org/I17477748","display_name":"Rajshahi University of Engineering and Technology","ror":"https://ror.org/049ysg747","country_code":"BD","type":"education","lineage":["https://openalex.org/I17477748"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Asifur Rahman","raw_affiliation_strings":["Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh","institution_ids":["https://openalex.org/I17477748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033137793","display_name":"Shuxiang Xu","orcid":"https://orcid.org/0000-0003-0597-7040"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shuxiang Xu","raw_affiliation_strings":["School of ICT, University of Tasmania, Hobart, Australia"],"affiliations":[{"raw_affiliation_string":"School of ICT, University of Tasmania, Hobart, Australia","institution_ids":["https://openalex.org/I129801699"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040889431"],"corresponding_institution_ids":["https://openalex.org/I17477748"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3490},"apc_paid":null,"fwci":0.6378,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75236849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"25","issue":"2","first_page":"633","last_page":"646"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.995199978351593,"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":0.992900013923645,"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/membership-function","display_name":"Membership function","score":0.7020620703697205},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.6472721099853516},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6311337351799011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6238572001457214},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5418771505355835},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5385611653327942},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5304467082023621},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.49094441533088684},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.47797510027885437},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.46380236744880676},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45772820711135864},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.45019224286079407},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.44777438044548035},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4376556873321533},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.4233977198600769},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3943476676940918},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.358109712600708},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2853241562843323},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08285444974899292}],"concepts":[{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.7020620703697205},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6472721099853516},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6311337351799011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6238572001457214},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5418771505355835},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5385611653327942},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5304467082023621},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.49094441533088684},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.47797510027885437},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.46380236744880676},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45772820711135864},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.45019224286079407},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.44777438044548035},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4376556873321533},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4233977198600769},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3943476676940918},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.358109712600708},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2853241562843323},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08285444974899292},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40815-022-01381-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40815-022-01381-1","pdf_url":null,"source":{"id":"https://openalex.org/S18792341","display_name":"International Journal of Fuzzy Systems","issn_l":"1562-2479","issn":["1562-2479","2199-3211"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/23013821","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/SQ-FMFO_A_novel_scalarized_Multi-objective_Q-learning_approach_for_Fuzzy_membership_function_optimization/23013821","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/23013821","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/SQ-FMFO_A_novel_scalarized_Multi-objective_Q-learning_approach_for_Fuzzy_membership_function_optimization/23013821","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1543572792","https://openalex.org/W1550195227","https://openalex.org/W1596272016","https://openalex.org/W1964429082","https://openalex.org/W2060846151","https://openalex.org/W2085729425","https://openalex.org/W2101852491","https://openalex.org/W2121716324","https://openalex.org/W2123402825","https://openalex.org/W2153028052","https://openalex.org/W2153633394","https://openalex.org/W2163598528","https://openalex.org/W2198766081","https://openalex.org/W2277925885","https://openalex.org/W2292594600","https://openalex.org/W2498297201","https://openalex.org/W2570131193","https://openalex.org/W2570623848","https://openalex.org/W2740536312","https://openalex.org/W2793220947","https://openalex.org/W2944383605","https://openalex.org/W2997167919","https://openalex.org/W2998574808","https://openalex.org/W3033053825","https://openalex.org/W4214717370","https://openalex.org/W4233616251","https://openalex.org/W4250301058"],"related_works":["https://openalex.org/W154406135","https://openalex.org/W3186561448","https://openalex.org/W1487720066","https://openalex.org/W3107001035","https://openalex.org/W2674573885","https://openalex.org/W2781808531","https://openalex.org/W3207735076","https://openalex.org/W2185359781","https://openalex.org/W1501518539","https://openalex.org/W1975005191"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
