{"id":"https://openalex.org/W2093165979","doi":"https://doi.org/10.1108/03684920610662601","title":"EvoPOL: a framework for optimising social regulation policies","display_name":"EvoPOL: a framework for optimising social regulation policies","publication_year":2006,"publication_date":"2006-07-01","ids":{"openalex":"https://openalex.org/W2093165979","doi":"https://doi.org/10.1108/03684920610662601","mag":"2093165979"},"language":"en","primary_location":{"id":"doi:10.1108/03684920610662601","is_oa":false,"landing_page_url":"https://doi.org/10.1108/03684920610662601","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","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/A5087542455","display_name":"Ajith Abraham","orcid":"https://orcid.org/0000-0002-0169-6738"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Ajith Abraham","raw_affiliation_strings":["School of Computer Science and Engineering, Chung\u2010Ang University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Chung\u2010Ang University, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012836820","display_name":"Sonja Yrjo Olavi Petrovic-Lazarevic","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sonja Petrovic\u2010Lazarevic","raw_affiliation_strings":["Department of Management, Monash University, Frankston, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Management, Monash University, Frankston, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003163350","display_name":"Ken Coghill","orcid":"https://orcid.org/0000-0002-6823-5223"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ken Coghill","raw_affiliation_strings":["Department of Management, Monash University, Caulfield East, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Management, Monash University, Caulfield East, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087542455"],"corresponding_institution_ids":["https://openalex.org/I67900169"],"apc_list":null,"apc_paid":null,"fwci":0.4517,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73708021,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"35","issue":"6","first_page":"814","last_page":"824"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9344000220298767,"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":0.9344000220298767,"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":0.9325000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.6682651042938232},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6415254473686218},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5890375971794128},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.5710203647613525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5449508428573608},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.537750244140625},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5258974432945251},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48780229687690735},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.48163193464279175},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46478745341300964},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4585651159286499},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.42120814323425293},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.41661307215690613},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4162631034851074},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.2928999662399292}],"concepts":[{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.6682651042938232},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6415254473686218},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5890375971794128},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5710203647613525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5449508428573608},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.537750244140625},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5258974432945251},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48780229687690735},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.48163193464279175},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46478745341300964},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4585651159286499},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.42120814323425293},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.41661307215690613},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4162631034851074},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.2928999662399292},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/03684920610662601","is_oa":false,"landing_page_url":"https://doi.org/10.1108/03684920610662601","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W615578681","https://openalex.org/W1496276421","https://openalex.org/W1519833506","https://openalex.org/W1584477338","https://openalex.org/W1585005850","https://openalex.org/W2017823386","https://openalex.org/W2027182904","https://openalex.org/W2049152202","https://openalex.org/W2075151733","https://openalex.org/W2085508491","https://openalex.org/W2128035212","https://openalex.org/W2153288326","https://openalex.org/W2206231466","https://openalex.org/W2608708405","https://openalex.org/W3016449543","https://openalex.org/W6619209701"],"related_works":["https://openalex.org/W2316629716","https://openalex.org/W2785395359","https://openalex.org/W1549951490","https://openalex.org/W2247295643","https://openalex.org/W2111426611","https://openalex.org/W154406135","https://openalex.org/W1976608231","https://openalex.org/W1966629635","https://openalex.org/W3159983598","https://openalex.org/W1980652001"],"abstract_inverted_index":{"Purpose":[0],"This":[1],"paper":[2],"aims":[3],"to":[4,14,38,77,137,148,156,178,192,227,230],"propose":[5],"a":[6,26,55,69,180,194],"novel":[7],"computational":[8,145],"framework":[9],"called":[10],"EvoPOL":[11,24,129,142,176,190,206],"(EVOlving":[12],"POLicies)":[13],"support":[15,30,93,200],"governmental":[16],"policy":[17,171,185],"analysis":[18],"in":[19,237],"restricting":[20,238],"recruitment":[21,240],"of":[22,48,86,111,241],"smokers.":[23,242],"is":[25,52,68,120,131],"fuzzy":[27,56,91,102,113],"inference\u2010based":[28],"decision":[29,92,199,218],"system":[31,94],"that":[32,220],"uses":[33],"an":[34,124,209],"evolutionary":[35],"algorithm":[36],"(EA)":[37],"optimize":[39],"the":[40,49,83,112,138,149,159,163,223,239],"if\u2010then":[41,214],"rules":[42,215],"and":[43,107,116,133],"its":[44],"parameters.":[45],"The":[46,89,109,127],"performance":[47],"proposed":[50,128],"method":[51,58],"compared":[53,136,155],"with":[54,216],"inference":[57],"adapted":[59],"using":[60,123],"neural":[61],"network":[62],"learning":[63],"technique":[64,130],"(neuro\u2010fuzzy).":[65],"Design/methodology/approach":[66],"EA":[67],"population\u2010based":[70,150],"adaptive":[71],"method,":[72],"which":[73],"may":[74],"be":[75,179,193,208],"used":[76],"solve":[78],"optimization":[79],"problems,":[80],"based":[81,97],"on":[82,98,162,232],"genetic":[84],"processes":[85],"biological":[87],"organisms.":[88],"Takagi\u2010Sugeno":[90],"was":[95],"developed":[96],"three":[99],"sub\u2010systems:":[100],"fuzzification,":[101],"knowledge":[103],"base":[104,115],"(if\u2010then":[105],"rules)":[106],"defuzzification.":[108],"fine\u2010tuning":[110],"rule":[114],"membership":[117],"function":[118],"parameters":[119],"achieved":[121],"by":[122],"EA.":[125],"Findings":[126],"simple":[132],"efficient":[134],"when":[135,170],"neuro\u2010fuzzy":[139,157],"approach.":[140],"However,":[141],"attracts":[143],"extra":[144],"cost":[146],"due":[147],"hierarchical":[151],"search":[152],"process.":[153],"When":[154,184],"model":[158],"error":[160],"values":[161],"test":[164],"sets":[165],"have":[166],"improved":[167],"considerably.":[168],"Hence,":[169],"makers":[172,186],"require":[173,187],"more":[174,188,203],"accuracy":[175,189],"seems":[177,191],"good":[181,195],"solution.":[182,196],"Originality/value":[183],"For":[197],"complicated":[198],"systems":[201],"involving":[202],"input":[204],"variables,":[205],"would":[207],"excellent":[210],"candidate":[211],"for":[212],"framing":[213],"precise":[217],"scores":[219],"could":[221],"help":[222],"government":[224],"representatives":[225],"as":[226],"what":[228],"extent":[229],"concentrate":[231],"available":[233],"social":[234],"regulation":[235],"measures":[236]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
