{"id":"https://openalex.org/W2060986412","doi":"https://doi.org/10.1080/18756891.2015.1046325","title":"Fuzzy Multicriteria Decision-Making: A Literature Review","display_name":"Fuzzy Multicriteria Decision-Making: A Literature Review","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2060986412","doi":"https://doi.org/10.1080/18756891.2015.1046325","mag":"2060986412"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2015.1046325","pdf_url":"https://www.atlantis-press.com/article/25868619.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"review","type_crossref":"journal-article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.atlantis-press.com/article/25868619.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014135635","display_name":"Cengiz Kahraman","orcid":"https://orcid.org/0000-0001-6168-8185"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"funder","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Cengiz Kahraman","raw_affiliation_strings":["Department of Industrial Engineering , \u0130stanbul Technical University , Ma\u00e7ka, \u0130stanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , \u0130stanbul Technical University , Ma\u00e7ka, \u0130stanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084333271","display_name":"Sezi \u00c7evik Onar","orcid":"https://orcid.org/0000-0001-6451-6709"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"funder","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sezi Cevik Onar","raw_affiliation_strings":["Department of Industrial Engineering , \u0130stanbul Technical University , Ma\u00e7ka, \u0130stanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , \u0130stanbul Technical University , Ma\u00e7ka, \u0130stanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025662485","display_name":"Ba\u015far \u00d6ztay\u015fi","orcid":"https://orcid.org/0000-0002-1090-7963"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"funder","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Basar Oztaysi","raw_affiliation_strings":["Department of Industrial Engineering , \u0130stanbul Technical University , Ma\u00e7ka, \u0130stanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , \u0130stanbul Technical University , Ma\u00e7ka, \u0130stanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":11.337,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":464,"citation_normalized_percentile":{"value":0.990291,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"8","issue":"4","first_page":"637","last_page":"637"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9997,"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"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9997,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.9884,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5716947},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5407121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44390386},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.40650392},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.36151224},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26628777},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07997817}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2015.1046325","pdf_url":"https://www.atlantis-press.com/article/25868619.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://doaj.org/article/87227af80ca54ebbab1b18a46bdc2b98","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2015.1046325","pdf_url":"https://www.atlantis-press.com/article/25868619.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.82,"display_name":"Peace, justice, and strong institutions"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":237,"referenced_works":["https://openalex.org/W1379837","https://openalex.org/W1439350481","https://openalex.org/W1489432662","https://openalex.org/W1500460861","https://openalex.org/W1524729306","https://openalex.org/W1524771255","https://openalex.org/W1525212704","https://openalex.org/W1525529130","https://openalex.org/W1533674501","https://openalex.org/W1546067212","https://openalex.org/W1548865516","https://openalex.org/W1590638423","https://openalex.org/W194786220","https://openalex.org/W1963514421","https://openalex.org/W1964657158","https://openalex.org/W1965321314","https://openalex.org/W1965473535","https://openalex.org/W1965647950","https://openalex.org/W1966601769","https://openalex.org/W1968069774","https://openalex.org/W1968104572","https://openalex.org/W1969985391","https://openalex.org/W1970319664","https://openalex.org/W1970699669","https://openalex.org/W1970790016","https://openalex.org/W1971161507","https://openalex.org/W197166414","https://openalex.org/W1972236352","https://openalex.org/W1972925461","https://openalex.org/W1973278173","https://openalex.org/W1973532150","https://openalex.org/W1974287201","https://openalex.org/W1974308463","https://openalex.org/W1975627322","https://openalex.org/W1976436788","https://openalex.org/W1978062397","https://openalex.org/W1979659122","https://openalex.org/W1980564456","https://openalex.org/W1981319138","https://openalex.org/W1984086474","https://openalex.org/W1984424820","https://openalex.org/W1987150299","https://openalex.org/W1987177581","https://openalex.org/W1987259248","https://openalex.org/W1987347924","https://openalex.org/W1987721207","https://openalex.org/W1988787842","https://openalex.org/W1989944970","https://openalex.org/W1991162355","https://openalex.org/W1992581312","https://openalex.org/W1994131469","https://openalex.org/W1994824641","https://openalex.org/W1994941778","https://openalex.org/W1996636297","https://openalex.org/W1997772982","https://openalex.org/W1998348346","https://openalex.org/W1999023586","https://openalex.org/W2000172809","https://openalex.org/W2000207828","https://openalex.org/W2000738091","https://openalex.org/W2001205732","https://openalex.org/W2001244983","https://openalex.org/W2002210528","https://openalex.org/W2002808981","https://openalex.org/W2002929769","https://openalex.org/W2003565851","https://openalex.org/W2004030958","https://openalex.org/W2004175061","https://openalex.org/W2004615188","https://openalex.org/W2004698524","https://openalex.org/W2005674611","https://openalex.org/W2006096769","https://openalex.org/W2007909885","https://openalex.org/W2008171344","https://openalex.org/W2008235468","https://openalex.org/W2010712005","https://openalex.org/W2010868849","https://openalex.org/W2011059623","https://openalex.org/W2011072533","https://openalex.org/W2012468319","https://openalex.org/W2013290439","https://openalex.org/W2014684920","https://openalex.org/W2015214229","https://openalex.org/W2017132227","https://openalex.org/W2017977229","https://openalex.org/W2018357431","https://openalex.org/W2020679445","https://openalex.org/W2022336943","https://openalex.org/W2022354950","https://openalex.org/W2022376719","https://openalex.org/W2022739969","https://openalex.org/W2022952927","https://openalex.org/W2026033545","https://openalex.org/W2026833967","https://openalex.org/W2027217748","https://openalex.org/W2027859047","https://openalex.org/W2028464562","https://openalex.org/W2029304525","https://openalex.org/W2030335045","https://openalex.org/W2031523830","https://openalex.org/W2033378150","https://openalex.org/W2034339643","https://openalex.org/W2035289307","https://openalex.org/W2036421701","https://openalex.org/W2037767697","https://openalex.org/W2037906803","https://openalex.org/W2038638323","https://openalex.org/W2038889233","https://openalex.org/W2042317257","https://openalex.org/W2042562418","https://openalex.org/W2044370617","https://openalex.org/W2044423959","https://openalex.org/W2044817329","https://openalex.org/W2046780158","https://openalex.org/W2047299726","https://openalex.org/W2049164673","https://openalex.org/W2049957200","https://openalex.org/W2050090718","https://openalex.org/W2052267547","https://openalex.org/W2052408249","https://openalex.org/W2052515307","https://openalex.org/W2052823802","https://openalex.org/W2052947257","https://openalex.org/W2053596247","https://openalex.org/W2054056739","https://openalex.org/W2054470241","https://openalex.org/W2055394893","https://openalex.org/W2055773694","https://openalex.org/W2055976823","https://openalex.org/W2056058112","https://openalex.org/W2057766640","https://openalex.org/W2057992654","https://openalex.org/W2058427539","https://openalex.org/W2059536960","https://openalex.org/W2060758668","https://openalex.org/W2061608022","https://openalex.org/W2061707286","https://openalex.org/W2061806777","https://openalex.org/W2063005424","https://openalex.org/W2063202994","https://openalex.org/W2065262720","https://openalex.org/W2067442047","https://openalex.org/W2068188900","https://openalex.org/W2069289046","https://openalex.org/W2071766753","https://openalex.org/W2075033199","https://openalex.org/W2075916145","https://openalex.org/W2076452041","https://openalex.org/W2077536188","https://openalex.org/W2078257254","https://openalex.org/W2078319317","https://openalex.org/W2080151622","https://openalex.org/W2080321857","https://openalex.org/W2081641423","https://openalex.org/W2082163044","https://openalex.org/W2083331107","https://openalex.org/W2083520435","https://openalex.org/W2083635346","https://openalex.org/W2084006633","https://openalex.org/W2085974577","https://openalex.org/W2086088289","https://openalex.org/W2086303348","https://openalex.org/W2086386051","https://openalex.org/W2086966082","https://openalex.org/W2087122982","https://openalex.org/W2087139946","https://openalex.org/W2087699129","https://openalex.org/W2089118061","https://openalex.org/W2090526711","https://openalex.org/W2091447160","https://openalex.org/W2093070358","https://openalex.org/W2094688336","https://openalex.org/W2094870730","https://openalex.org/W2096643759","https://openalex.org/W2101004276","https://openalex.org/W2109641321","https://openalex.org/W2113392571","https://openalex.org/W2115132505","https://openalex.org/W2115219301","https://openalex.org/W2115378687","https://openalex.org/W2116163370","https://openalex.org/W2118613783","https://openalex.org/W2120705504","https://openalex.org/W2126252475","https://openalex.org/W2131390763","https://openalex.org/W2131914501","https://openalex.org/W2136515995","https://openalex.org/W2136821145","https://openalex.org/W2138005687","https://openalex.org/W2138298670","https://openalex.org/W2139217221","https://openalex.org/W2142064638","https://openalex.org/W2143286545","https://openalex.org/W2143533269","https://openalex.org/W2146096800","https://openalex.org/W2146571406","https://openalex.org/W2147228094","https://openalex.org/W2151739142","https://openalex.org/W2151905513","https://openalex.org/W2152382688","https://openalex.org/W2156733681","https://openalex.org/W2157041604","https://openalex.org/W2157452305","https://openalex.org/W2158550687","https://openalex.org/W2160683391","https://openalex.org/W2160934416","https://openalex.org/W2165568316","https://openalex.org/W2165616922","https://openalex.org/W2168936936","https://openalex.org/W2169920220","https://openalex.org/W2171436742","https://openalex.org/W2171470657","https://openalex.org/W2178918608","https://openalex.org/W2219482788","https://openalex.org/W2233907134","https://openalex.org/W2305769589","https://openalex.org/W2333793984","https://openalex.org/W2396561843","https://openalex.org/W2402567516","https://openalex.org/W2404570352","https://openalex.org/W2498093640","https://openalex.org/W2506768821","https://openalex.org/W2574755368","https://openalex.org/W2603290394","https://openalex.org/W3005115464","https://openalex.org/W3141883084","https://openalex.org/W3145045346","https://openalex.org/W3167585610","https://openalex.org/W4207062214","https://openalex.org/W4210259099","https://openalex.org/W4233757421","https://openalex.org/W4239991171","https://openalex.org/W4245152641","https://openalex.org/W584036189","https://openalex.org/W59307891","https://openalex.org/W84997744","https://openalex.org/W90989293"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2530322880","https://openalex.org/W2390279801","https://openalex.org/W2382290278","https://openalex.org/W2376932109","https://openalex.org/W2359140296","https://openalex.org/W2358668433","https://openalex.org/W2350741829","https://openalex.org/W2001405890","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Multicriteria":[0],"decision-making":[1,16,29,54,66,71,88],"(MCDM)":[2],"refers":[3],"to":[4],"making":[5],"decisions":[6],"in":[7,41,90],"the":[8,26,33,39,42,48,74,91],"presence":[9],"of":[10,32,51,73,85],"multiple":[11],"and":[12,21,56,68,93],"usually":[13],"conflicting":[14],"criteria.Fuzzy":[15],"is":[17,30],"used":[18],"where":[19],"vague":[20],"incomplete":[22],"data":[23],"exist":[24],"for":[25,96],"solution.Fuzzy":[27],"multicriteria":[28,53],"one":[31],"most":[34],"popular":[35],"problems":[36],"handled":[37],"by":[38],"researchers":[40],"literature.In":[43],"this":[44],"paper,":[45],"we":[46],"survey":[47],"latest":[49],"status":[50],"fuzzy":[52,64,69,78],"methods":[55,59,89],"classify":[57],"these":[58],"dividing":[60],"into":[61],"two":[62],"parts:":[63],"multiattribute":[65,87],"(MADM)":[67],"multiobjective":[70],"(MODM).Most":[72],"publications":[75],"are":[76,82,99],"on":[77],"MADM":[79],"since":[80],"there":[81],"a":[83],"plenty":[84],"classical":[86],"literature.Tabular":[92],"graphical":[94],"illustrations":[95],"each":[97],"method":[98],"given.":[100]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2060986412","counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":34},{"year":2023,"cited_by_count":66},{"year":2022,"cited_by_count":52},{"year":2021,"cited_by_count":67},{"year":2020,"cited_by_count":49},{"year":2019,"cited_by_count":53},{"year":2018,"cited_by_count":47},{"year":2017,"cited_by_count":48},{"year":2016,"cited_by_count":29},{"year":2015,"cited_by_count":12}],"updated_date":"2025-04-20T22:21:27.900483","created_date":"2016-06-24"}