{"id":"https://openalex.org/W2396752990","doi":"https://doi.org/10.1080/0951192x.2016.1187300","title":"A fuzzy optimisation method for product variety selection under uncertainty constraints","display_name":"A fuzzy optimisation method for product variety selection under uncertainty constraints","publication_year":2016,"publication_date":"2016-05-23","ids":{"openalex":"https://openalex.org/W2396752990","doi":"https://doi.org/10.1080/0951192x.2016.1187300","mag":"2396752990"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2016.1187300","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2016.1187300","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","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/A5055385129","display_name":"Bin Zhu","orcid":"https://orcid.org/0000-0003-0362-6191"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Zhu","raw_affiliation_strings":["Key Laboratory for Road Construction Technology and Equipment of Ministry of Education, Chang\u2019an University, Xi\u2019an, China","Key Laboratory for Road Construction Technology and Equipment of Ministry of Education, Chang'an University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Road Construction Technology and Equipment of Ministry of Education, Chang\u2019an University, Xi\u2019an, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"Key Laboratory for Road Construction Technology and Equipment of Ministry of Education, Chang'an University, Xi'an, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673043","display_name":"Yanbing Li","orcid":"https://orcid.org/0000-0002-0676-3709"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbing Li","raw_affiliation_strings":["Key Laboratory for Road Construction Technology and Equipment of Ministry of Education, Chang\u2019an University, Xi\u2019an, China","Key Laboratory for Road Construction Technology and Equipment of Ministry of Education, Chang'an University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Road Construction Technology and Equipment of Ministry of Education, Chang\u2019an University, Xi\u2019an, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"Key Laboratory for Road Construction Technology and Equipment of Ministry of Education, Chang'an University, Xi'an, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100696047","display_name":"Guodong Feng","orcid":"https://orcid.org/0000-0002-4986-8586"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guodong Feng","raw_affiliation_strings":["Key Laboratory for Road Construction Technology and Equipment of Ministry of Education, Chang\u2019an University, Xi\u2019an, China","Key Laboratory for Road Construction Technology and Equipment of Ministry of Education, Chang'an University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Road Construction Technology and Equipment of Ministry of Education, Chang\u2019an University, Xi\u2019an, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"Key Laboratory for Road Construction Technology and Equipment of Ministry of Education, Chang'an University, Xi'an, China","institution_ids":["https://openalex.org/I25355098"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5055385129"],"corresponding_institution_ids":["https://openalex.org/I25355098"],"apc_list":null,"apc_paid":null,"fwci":1.2048,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.83647064,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"30","issue":"6","first_page":"606","last_page":"615"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12945","display_name":"Quality Function Deployment in Product Design","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.8142239451408386},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6032418012619019},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5961737036705017},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5722804665565491},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5530267953872681},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.48587435483932495},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4812600314617157},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.45510920882225037},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.43432915210723877},{"id":"https://openalex.org/keywords/product-engineering","display_name":"Product engineering","score":0.4263582229614258},{"id":"https://openalex.org/keywords/manufacturing","display_name":"Manufacturing","score":0.42124348878860474},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3851129114627838},{"id":"https://openalex.org/keywords/product-design","display_name":"Product design","score":0.34181052446365356},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3175188899040222},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.18435141444206238},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.11023697257041931},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09750151634216309},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09475350379943848}],"concepts":[{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.8142239451408386},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6032418012619019},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5961737036705017},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5722804665565491},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5530267953872681},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.48587435483932495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4812600314617157},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.45510920882225037},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.43432915210723877},{"id":"https://openalex.org/C121615247","wikidata":"https://www.wikidata.org/wiki/Q7247761","display_name":"Product engineering","level":4,"score":0.4263582229614258},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.42124348878860474},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3851129114627838},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.34181052446365356},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3175188899040222},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.18435141444206238},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.11023697257041931},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09750151634216309},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09475350379943848},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/0951192x.2016.1187300","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2016.1187300","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G397614594","display_name":null,"funder_award_id":"Grant No. 51175414","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W153857830","https://openalex.org/W1570360623","https://openalex.org/W1978791206","https://openalex.org/W1983508864","https://openalex.org/W2007167492","https://openalex.org/W2026891605","https://openalex.org/W2028961802","https://openalex.org/W2031275947","https://openalex.org/W2033671636","https://openalex.org/W2042141923","https://openalex.org/W2042462687","https://openalex.org/W2043658710","https://openalex.org/W2053212809","https://openalex.org/W2054663093","https://openalex.org/W2055662553","https://openalex.org/W2069824224","https://openalex.org/W2073510883","https://openalex.org/W2081722939","https://openalex.org/W2082400489","https://openalex.org/W2090456968","https://openalex.org/W2091874291","https://openalex.org/W2113119127","https://openalex.org/W2126100287","https://openalex.org/W2140712758","https://openalex.org/W2143846835","https://openalex.org/W2155868706","https://openalex.org/W3113806846","https://openalex.org/W3114756385","https://openalex.org/W3125303440","https://openalex.org/W3126575801","https://openalex.org/W3130860935","https://openalex.org/W4250599713"],"related_works":["https://openalex.org/W2198164489","https://openalex.org/W2344882486","https://openalex.org/W2524609436","https://openalex.org/W4245345291","https://openalex.org/W3160453869","https://openalex.org/W2983228683","https://openalex.org/W2055801372","https://openalex.org/W2161832433","https://openalex.org/W2766470543","https://openalex.org/W2648909594"],"abstract_inverted_index":{"Nowadays,":[0],"it":[1,62],"is":[2,30,63,85,111,168],"believed":[3],"that":[4,23],"increasing":[5],"product":[6,33,47,72,116,125,150],"variety":[7,117,151],"could":[8],"help":[9,142],"manufacturing":[10,100,135,144,159],"companies":[11,145],"to":[12,31,69,81,146,173],"increase":[13],"sales":[14],"volumes":[15],"and":[16,77,157,160,177],"gain":[17],"more":[18],"profits.":[19,83],"An":[20],"effective":[21],"way":[22],"has":[24],"been":[25],"widely":[26],"employed":[27],"in":[28,79,104,183],"industry":[29],"implement":[32],"family":[34,126],"strategy":[35,90],"based":[36,120],"on":[37,121],"a":[38,43,67,107,164],"modular":[39,124],"architecture,":[40],"with":[41,95],"which":[42],"large":[44],"number":[45],"of":[46,55,179],"variants":[48,73],"can":[49,141],"be":[50,75],"quickly":[51],"generated":[52],"using":[53],"combinations":[54],"different":[56],"alternative":[57],"modules":[58],"or":[59],"components.":[60],"However,":[61],"not":[64,86],"easy":[65],"for":[66,113],"company":[68],"decide":[70],"what":[71],"should":[74],"selected":[76],"produced":[78],"order":[80],"maximise":[82],"This":[84],"only":[87],"about":[88],"marketing":[89],"but":[91],"also":[92],"tightly":[93],"associated":[94],"the":[96,115,130,148,153,175,180],"companies\u2019":[97],"own":[98],"uncertain":[99,134,154],"resource":[101,136],"constraints.":[102,137],"Therefore,":[103],"this":[105,184],"paper,":[106],"fuzzy":[108],"optimisation":[109],"model":[110],"adopted":[112],"modelling":[114],"selection":[118,167],"problem":[119],"an":[122,171],"existing":[123],"architecture":[127],"while":[128],"at":[129],"same":[131],"time":[132],"considering":[133],"The":[138],"proposed":[139,182],"method":[140,181],"various":[143],"select":[147],"best":[149],"under":[152],"market":[155],"environment":[156],"limited":[158],"supplying":[161],"capacity.":[162],"Finally,":[163],"hypothetical":[165],"car\u2019s":[166],"presented":[169],"as":[170],"example":[172],"illustrate":[174],"effectiveness":[176],"feasibility":[178],"paper.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}