{"id":"https://openalex.org/W1606557214","doi":"https://doi.org/10.3233/ifs-2012-0497","title":"A non-linear programming-based similarity reasoning scheme for modelling of monotonicity-preserving multi-input fuzzy inference systems","display_name":"A non-linear programming-based similarity reasoning scheme for modelling of monotonicity-preserving multi-input fuzzy inference systems","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W1606557214","doi":"https://doi.org/10.3233/ifs-2012-0497","mag":"1606557214"},"language":"en","primary_location":{"id":"doi:10.3233/ifs-2012-0497","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-2012-0497","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-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/A5088594549","display_name":"Kai Meng Tay","orcid":"https://orcid.org/0000-0002-0076-6167"},"institutions":[{"id":"https://openalex.org/I41461413","display_name":"Universiti Malaysia Sarawak","ror":"https://ror.org/05b307002","country_code":"MY","type":"education","lineage":["https://openalex.org/I41461413"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Kai Meng Tay","raw_affiliation_strings":["Department of Electronic Engineering, Faculty of Engineering, University Malaysia Sarawak, Malaysia","Department of Electronic Engineering, Faculty of Engineering, University Malaysia, Sarawak, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Faculty of Engineering, University Malaysia Sarawak, Malaysia","institution_ids":["https://openalex.org/I41461413"]},{"raw_affiliation_string":"Department of Electronic Engineering, Faculty of Engineering, University Malaysia, Sarawak, Malaysia","institution_ids":["https://openalex.org/I41461413"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024730836","display_name":"Tze Ling Jee","orcid":null},"institutions":[{"id":"https://openalex.org/I41461413","display_name":"Universiti Malaysia Sarawak","ror":"https://ror.org/05b307002","country_code":"MY","type":"education","lineage":["https://openalex.org/I41461413"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Tze Ling Jee","raw_affiliation_strings":["Department of Electronic Engineering, Faculty of Engineering, University Malaysia Sarawak, Malaysia","Department of Electronic Engineering, Faculty of Engineering, University Malaysia, Sarawak, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Faculty of Engineering, University Malaysia Sarawak, Malaysia","institution_ids":["https://openalex.org/I41461413"]},{"raw_affiliation_string":"Department of Electronic Engineering, Faculty of Engineering, University Malaysia, Sarawak, Malaysia","institution_ids":["https://openalex.org/I41461413"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072923302","display_name":"Chee Peng Lim","orcid":"https://orcid.org/0000-0003-4191-9083"},"institutions":[{"id":"https://openalex.org/I4210147344","display_name":"Malaysia University of Science and Technology","ror":"https://ror.org/04frcff47","country_code":"MY","type":"education","lineage":["https://openalex.org/I4210147344"]},{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Chee Peng Lim","raw_affiliation_strings":["School of Computer Sciences, University of Science Malaysia, Malaysia","School of Computer Sciences, University of Science Malaysia, Malaysia#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, University of Science Malaysia, Malaysia","institution_ids":["https://openalex.org/I4210147344","https://openalex.org/I139322472"]},{"raw_affiliation_string":"School of Computer Sciences, University of Science Malaysia, Malaysia#TAB#","institution_ids":["https://openalex.org/I4210147344","https://openalex.org/I139322472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088594549"],"corresponding_institution_ids":["https://openalex.org/I41461413"],"apc_list":null,"apc_paid":null,"fwci":3.0939,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91342867,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"23","issue":"2-3","first_page":"71","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9997000098228455,"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":0.9997000098228455,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6735224723815918},{"id":"https://openalex.org/keywords/monotonic-function","display_name":"Monotonic function","score":0.6663010716438293},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6503360271453857},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6144640445709229},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5762863159179688},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4564133286476135},{"id":"https://openalex.org/keywords/fuzzy-inference-system","display_name":"Fuzzy inference system","score":0.43523308634757996},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.41761264204978943},{"id":"https://openalex.org/keywords/fuzzy-inference","display_name":"Fuzzy inference","score":0.41290047764778137},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.3988545536994934},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39749112725257874},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35399526357650757},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3531116247177124},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3225518465042114},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.21479353308677673}],"concepts":[{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6735224723815918},{"id":"https://openalex.org/C72169020","wikidata":"https://www.wikidata.org/wiki/Q194404","display_name":"Monotonic function","level":2,"score":0.6663010716438293},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6503360271453857},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6144640445709229},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5762863159179688},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4564133286476135},{"id":"https://openalex.org/C2987376176","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference system","level":5,"score":0.43523308634757996},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.41761264204978943},{"id":"https://openalex.org/C2986395286","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference","level":5,"score":0.41290047764778137},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.3988545536994934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39749112725257874},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35399526357650757},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3531116247177124},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3225518465042114},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.21479353308677673},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/ifs-2012-0497","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-2012-0497","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30048108","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.550000011920929,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W418442035","https://openalex.org/W1588875605","https://openalex.org/W1660706428","https://openalex.org/W1705627839","https://openalex.org/W1825773653","https://openalex.org/W1973023628","https://openalex.org/W1981119555","https://openalex.org/W1983561707","https://openalex.org/W1987976143","https://openalex.org/W1995423287","https://openalex.org/W1996786357","https://openalex.org/W1999956061","https://openalex.org/W2001220060","https://openalex.org/W2003622848","https://openalex.org/W2005136695","https://openalex.org/W2009568361","https://openalex.org/W2012085555","https://openalex.org/W2027173927","https://openalex.org/W2032108610","https://openalex.org/W2063556121","https://openalex.org/W2076862462","https://openalex.org/W2086486199","https://openalex.org/W2087745828","https://openalex.org/W2098128327","https://openalex.org/W2101877421","https://openalex.org/W2103016410","https://openalex.org/W2103127765","https://openalex.org/W2114079560","https://openalex.org/W2122475393","https://openalex.org/W2122497647","https://openalex.org/W2127982691","https://openalex.org/W2141085215","https://openalex.org/W2147723222","https://openalex.org/W2150275405","https://openalex.org/W2150672404","https://openalex.org/W2156715830","https://openalex.org/W2543580944","https://openalex.org/W3023540311"],"related_works":["https://openalex.org/W2943069943","https://openalex.org/W2181415496","https://openalex.org/W3199050383","https://openalex.org/W4322732584","https://openalex.org/W2477660228","https://openalex.org/W2922721683","https://openalex.org/W2382941854","https://openalex.org/W2219483656","https://openalex.org/W2735794055","https://openalex.org/W1979038833"],"abstract_inverted_index":{"In":[0,153],"this":[1],"paper,":[2],"the":[3,12,21,28,42,54,64,71,78,122,127,154,165,193,200,207,212,231,240],"zero-order":[4,22],"Sugeno":[5,23],"Fuzzy":[6,91],"Inference":[7],"System":[8],"(FIS)":[9],"that":[10,68,103,120,230],"preserves":[11],"monotonicity":[13,29,72,123,241],"property":[14,30,242],"is":[15,101,151,160,175,203,225,236],"studied.":[16],"The":[17,46,74,227],"sufficient":[18,47,201],"conditions":[19,48,202],"for":[20,144,179,238,243],"FIS":[24,43,118,149,247],"model":[25,119,150,248],"to":[26,40,95,113,126,163,177,215],"satisfy":[27],"are":[31],"exploited":[32],"as":[33,190],"a":[34,50,59,110,116,131,138,146,172,180,245],"set":[35,132,181],"of":[36,80,115,133,168,182,211],"useful":[37,237],"governing":[38],"equations":[39],"facilitate":[41],"modelling":[44,114],"process.":[45,209],"suggest":[49],"fuzzy":[51,217],"partition":[52],"(at":[53,63],"rule":[55,61,65,166,252],"antecedent":[56],"part)":[57,67],"and":[58,90,105,220],"monotonically-ordered":[60,134],"base":[62],"consequent":[66],"can":[69],"preserve":[70],"property.":[73],"investigation":[75],"focuses":[76],"on":[77],"use":[79],"two":[81],"Similarity":[82],"Reasoning":[83,88],"(SR)-based":[84],"methods,":[85],"i.e.,":[86],"Analogical":[87],"(AR)":[89],"Rule":[92],"Interpolation":[93],"(FRI),":[94],"deduce":[96],"each":[97,169],"conclusion":[98,167],"separately.":[99],"It":[100],"shown":[102],"AR":[104,157],"FRI":[106,159],"may":[107],"not":[108],"be":[109],"direct":[111],"solution":[112],"multi-input":[117,148,246],"fulfils":[121],"property,":[124],"owing":[125],"difficulty":[128],"in":[129,206],"getting":[130],"conclusions.":[135,195],"As":[136],"such,":[137],"Non-Linear":[139],"Programming":[140],"(NLP)-based":[141],"SR":[142,234],"scheme":[143,214,235],"constructing":[145],"monotonicity-preserving":[147],"proposed.":[152],"proposed":[155,213,232],"scheme,":[156],"or":[158],"first":[161],"used":[162],"predict":[164],"observation.":[170],"Then,":[171],"search":[173,208],"algorithm":[174],"adopted":[176],"look":[178],"consequents":[183],"with":[184,192,249],"minimized":[185],"root":[186],"means":[187],"square":[188],"errors":[189],"compared":[191],"predicted":[194],"A":[196],"constraint":[197],"imposed":[198],"by":[199],"also":[204],"included":[205],"Applicability":[210],"undertaking":[216],"Failure":[218],"Mode":[219],"Effect":[221],"Analysis":[222],"(FMEA)":[223],"tasks":[224],"demonstrated.":[226],"results":[228],"indicate":[229],"NLP-based":[233],"preserving":[239],"building":[244],"an":[250],"incomplete":[251],"base.":[253]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
