{"id":"https://openalex.org/W4246749838","doi":"https://doi.org/10.4018/joris.2010070103","title":"Fuzzy Multi-Choice Goal Programming for Supplier Selection","display_name":"Fuzzy Multi-Choice Goal Programming for Supplier Selection","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W4246749838","doi":"https://doi.org/10.4018/joris.2010070103"},"language":"en","primary_location":{"id":"doi:10.4018/joris.2010070103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/joris.2010070103","pdf_url":null,"source":{"id":"https://openalex.org/S176018216","display_name":"International Journal of Operations Research and Information Systems","issn_l":"1947-9328","issn":["1947-9328","1947-9336"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Operations Research and Information 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/A5044235417","display_name":"Ching\u2010Ter Chang","orcid":"https://orcid.org/0000-0001-8137-8838"},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ching-Ter Chang","raw_affiliation_strings":["Chang Gung University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chang Gung University, Taiwan","institution_ids":["https://openalex.org/I173093425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102961667","display_name":"Cheng\u2010Yuan Ku","orcid":"https://orcid.org/0000-0002-6946-2014"},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-Yuan Ku","raw_affiliation_strings":["National Chung Cheng University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chung Cheng University, Taiwan","institution_ids":["https://openalex.org/I148099254"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043684331","display_name":"Hui-Ping Ho","orcid":null},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]},{"id":"https://openalex.org/I5971364","display_name":"Chienkuo Technology University","ror":"https://ror.org/04ahb7r80","country_code":"TW","type":"education","lineage":["https://openalex.org/I5971364"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hui-Ping Ho","raw_affiliation_strings":["National Chung Cheng University and Chienkuo Technology University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chung Cheng University and Chienkuo Technology University, Taiwan","institution_ids":["https://openalex.org/I5971364","https://openalex.org/I148099254"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044235417"],"corresponding_institution_ids":["https://openalex.org/I173093425"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.68314224,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"1","issue":"3","first_page":"28","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9901000261306763,"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/T10545","display_name":"Optimization and Variational Analysis","score":0.9041000008583069,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/purchasing","display_name":"Purchasing","score":0.6563898324966431},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.580359697341919},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5748794078826904},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5717101097106934},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5282458662986755},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4966614842414856},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.4837327301502228},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.47742876410484314},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.46982240676879883},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4637378454208374},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.46146705746650696},{"id":"https://openalex.org/keywords/goal-programming","display_name":"Goal programming","score":0.415315181016922},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3681876063346863},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2697926163673401},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.2632395029067993},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.23846566677093506},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23231443762779236},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.19753891229629517},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.1853589415550232},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.150875985622406}],"concepts":[{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.6563898324966431},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.580359697341919},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5748794078826904},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5717101097106934},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5282458662986755},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4966614842414856},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4837327301502228},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.47742876410484314},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.46982240676879883},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4637378454208374},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46146705746650696},{"id":"https://openalex.org/C61157135","wikidata":"https://www.wikidata.org/wiki/Q1345279","display_name":"Goal programming","level":2,"score":0.415315181016922},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3681876063346863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2697926163673401},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.2632395029067993},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.23846566677093506},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23231443762779236},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.19753891229629517},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.1853589415550232},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.150875985622406},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/joris.2010070103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/joris.2010070103","pdf_url":null,"source":{"id":"https://openalex.org/S176018216","display_name":"International Journal of Operations Research and Information Systems","issn_l":"1947-9328","issn":["1947-9328","1947-9336"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Operations Research and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:joris0:v:1:y:2010:i:3:p:28-52","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/joris.2010070103","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6800000071525574,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W599908922","https://openalex.org/W1502079724","https://openalex.org/W1506933850","https://openalex.org/W1855283887","https://openalex.org/W1971974953","https://openalex.org/W1990370774","https://openalex.org/W2000191646","https://openalex.org/W2008360645","https://openalex.org/W2013290439","https://openalex.org/W2028453732","https://openalex.org/W2030367105","https://openalex.org/W2035199981","https://openalex.org/W2065329409","https://openalex.org/W2076440299","https://openalex.org/W2080175412","https://openalex.org/W2091955979","https://openalex.org/W2099867994","https://openalex.org/W2113444364","https://openalex.org/W2116390171","https://openalex.org/W2155959446","https://openalex.org/W2860625872"],"related_works":["https://openalex.org/W2351217280","https://openalex.org/W2086836292","https://openalex.org/W2354083748","https://openalex.org/W2357949222","https://openalex.org/W2983500849","https://openalex.org/W3024999678","https://openalex.org/W2535281349","https://openalex.org/W388184414","https://openalex.org/W2026811664","https://openalex.org/W2477045221"],"abstract_inverted_index":{"Supplier":[0],"selection":[1,107],"decision":[2,41,45,73,92,116],"is":[3,19,155],"an":[4],"important":[5],"issue":[6],"of":[7,64,137,144],"purchasing":[8],"management":[9,13],"in":[10,28,109],"supply":[11,130],"chain":[12,131],"involving":[14],"multiple":[15,53,65,80],"objectives;":[16],"however,":[17],"it":[18],"difficult":[20],"to":[21,43,47,61,87,103],"solve":[22],"because":[23],"objectives":[24],"are":[25],"often":[26],"conflicting":[27],"nature.":[29],"This":[30],"study":[31],"integrates":[32],"multi-choice":[33],"goal":[34,58],"programming":[35],"(MCGP)":[36],"and":[37,56,151],"fuzzy":[38,70,77],"approaches":[39],"as":[40],"aids":[42],"help":[44],"makers":[46,74,93,117],"choose":[48],"better":[49],"suppliers":[50,125],"by":[51,68],"considering":[52],"aspiration":[54],"levels":[55],"vague":[57],"relations.":[59],"According":[60],"the":[62,69,96,113,120,135,138],"function":[63,98],"aspirations":[66],"provided":[67],"MCGP":[71],"(FMCGP),":[72],"can":[75,94,118],"set":[76],"relations":[78],"among":[79],"supplier":[81,110],"goals":[82],"with":[83],"linguistic":[84,101],"quantifiers":[85],"according":[86],"their":[88,105],"different":[89,128],"strategies.":[90,132],"Also,":[91],"define":[95],"membership":[97],"for":[99,123],"each":[100],"quantifier":[102],"describe":[104],"ambiguous":[106],"preference":[108],"selection.":[111],"With":[112],"FMCGP":[114],"method,":[115,140],"obtain":[119],"order":[121],"quantities":[122],"suitable":[124],"based":[126],"on":[127],"organizations\u2019":[129],"To":[133],"demonstrate":[134],"usefulness":[136],"proposed":[139],"a":[141,145],"real-world":[142],"case":[143],"Liquid":[146],"Crystal":[147],"Display":[148],"(LCD)":[149],"monitor":[150],"acrylic":[152],"sheet":[153],"manufacturer":[154],"presented.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":4}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}