{"id":"https://openalex.org/W2913161625","doi":"https://doi.org/10.1115/1.4042837","title":"A Relative Equilibrium Decision Approach for Concept Design Through Fuzzy Cooperative Game Theory","display_name":"A Relative Equilibrium Decision Approach for Concept Design Through Fuzzy Cooperative Game Theory","publication_year":2019,"publication_date":"2019-02-14","ids":{"openalex":"https://openalex.org/W2913161625","doi":"https://doi.org/10.1115/1.4042837","mag":"2913161625"},"language":"en","primary_location":{"id":"doi:10.1115/1.4042837","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4042837","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","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/A5045470440","display_name":"Liting Jing","orcid":"https://orcid.org/0000-0001-7552-5010"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liting Jing","raw_affiliation_strings":["Key Laboratory of Special Equipment Manufacturing and Advanced Process Technology, Zhejiang University of Technology, Ministry of Education, Hangzhou 310014, China e-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Special Equipment Manufacturing and Advanced Process Technology, Zhejiang University of Technology, Ministry of Education, Hangzhou 310014, China e-mail:","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100382333","display_name":"Zhi Li","orcid":"https://orcid.org/0000-0003-1102-6583"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Li","raw_affiliation_strings":["Key Laboratory of Special Equipment Manufacturing and Advanced Process Technology, Zhejiang University of Technology, Ministry of Education, Hangzhou 310014, China e-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Special Equipment Manufacturing and Advanced Process Technology, Zhejiang University of Technology, Ministry of Education, Hangzhou 310014, China e-mail:","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110602401","display_name":"Xiang Peng","orcid":"https://orcid.org/0000-0002-8244-2202"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Peng","raw_affiliation_strings":["Key Laboratory of Special Equipment Manufacturing and Advanced Process Technology, Zhejiang University of Technology, Ministry of Education, Hangzhou 310014, China e-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Special Equipment Manufacturing and Advanced Process Technology, Zhejiang University of Technology, Ministry of Education, Hangzhou 310014, China e-mail:","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103033380","display_name":"Jiquan Li","orcid":"https://orcid.org/0000-0002-5204-019X"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiquan Li","raw_affiliation_strings":["Key Laboratory of Special Equipment Manufacturing and Advanced Process Technology, Zhejiang University of Technology, Ministry of Education, Hangzhou 310014, China e-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Special Equipment Manufacturing and Advanced Process Technology, Zhejiang University of Technology, Ministry of Education, Hangzhou 310014, China e-mail:","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039089448","display_name":"Shaofei Jiang","orcid":"https://orcid.org/0000-0003-4093-0192"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaofei Jiang","raw_affiliation_strings":["Key Laboratory of Special Equipment Manufacturing and Advanced Process Technology, Zhejiang University of Technology, Ministry of Education, Hangzhou 310014, China e-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Special Equipment Manufacturing and Advanced Process Technology, Zhejiang University of Technology, Ministry of Education, Hangzhou 310014, China e-mail:","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039089448"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":3.1635,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.91619007,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"19","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9991999864578247,"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":0.9991999864578247,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9503999948501587,"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"}},{"id":"https://openalex.org/T12945","display_name":"Quality Function Deployment in Product Design","score":0.9488000273704529,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6155831217765808},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.570642352104187},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5615423917770386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5485310554504395},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.5420587062835693},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.518826425075531},{"id":"https://openalex.org/keywords/decision-making-models","display_name":"Decision-making models","score":0.48029300570487976},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46936801075935364},{"id":"https://openalex.org/keywords/decision-making","display_name":"Decision-making","score":0.4346862733364105},{"id":"https://openalex.org/keywords/decision-engineering","display_name":"Decision engineering","score":0.434373676776886},{"id":"https://openalex.org/keywords/decision-analysis","display_name":"Decision analysis","score":0.43393486738204956},{"id":"https://openalex.org/keywords/conceptual-design","display_name":"Conceptual design","score":0.43137550354003906},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4252052307128906},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4245879054069519},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4198707342147827},{"id":"https://openalex.org/keywords/optimal-decision","display_name":"Optimal decision","score":0.41698166728019714},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.3422674834728241},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2878796458244324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2286471426486969},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1997099220752716},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.13621732592582703},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.11898210644721985},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.11265593767166138}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6155831217765808},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.570642352104187},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5615423917770386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5485310554504395},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5420587062835693},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.518826425075531},{"id":"https://openalex.org/C2888476","wikidata":"https://www.wikidata.org/wiki/Q5249202","display_name":"Decision-making models","level":2,"score":0.48029300570487976},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46936801075935364},{"id":"https://openalex.org/C122308676","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision-making","level":3,"score":0.4346862733364105},{"id":"https://openalex.org/C135115379","wikidata":"https://www.wikidata.org/wiki/Q2750514","display_name":"Decision engineering","level":4,"score":0.434373676776886},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.43393486738204956},{"id":"https://openalex.org/C120208923","wikidata":"https://www.wikidata.org/wiki/Q5158435","display_name":"Conceptual design","level":2,"score":0.43137550354003906},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4252052307128906},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4245879054069519},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4198707342147827},{"id":"https://openalex.org/C150325174","wikidata":"https://www.wikidata.org/wiki/Q4335500","display_name":"Optimal decision","level":3,"score":0.41698166728019714},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.3422674834728241},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2878796458244324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2286471426486969},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1997099220752716},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.13621732592582703},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.11898210644721985},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.11265593767166138},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1115/1.4042837","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4042837","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G7419619358","display_name":null,"funder_award_id":"51505421","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8439801621","display_name":null,"funder_award_id":"LY18E050020","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1559875088","https://openalex.org/W1963593331","https://openalex.org/W1964657158","https://openalex.org/W1970269580","https://openalex.org/W1972236352","https://openalex.org/W1976772548","https://openalex.org/W1981712206","https://openalex.org/W1981716581","https://openalex.org/W1983027319","https://openalex.org/W1983393618","https://openalex.org/W1999201604","https://openalex.org/W2000113052","https://openalex.org/W2008654913","https://openalex.org/W2015183722","https://openalex.org/W2018953233","https://openalex.org/W2020629756","https://openalex.org/W2025596729","https://openalex.org/W2040007408","https://openalex.org/W2041179443","https://openalex.org/W2044489140","https://openalex.org/W2049165001","https://openalex.org/W2051964476","https://openalex.org/W2057992654","https://openalex.org/W2068104735","https://openalex.org/W2077536188","https://openalex.org/W2088490283","https://openalex.org/W2089143511","https://openalex.org/W2104005860","https://openalex.org/W2114553589","https://openalex.org/W2130234209","https://openalex.org/W2144752784","https://openalex.org/W2147113641","https://openalex.org/W2152382688","https://openalex.org/W2157992797","https://openalex.org/W2191163086","https://openalex.org/W2205947234","https://openalex.org/W2291962372","https://openalex.org/W2495383427","https://openalex.org/W2513559440","https://openalex.org/W2533338486","https://openalex.org/W2562458166","https://openalex.org/W2569730421","https://openalex.org/W2585206336","https://openalex.org/W2594370734","https://openalex.org/W2602986361","https://openalex.org/W2624191516","https://openalex.org/W2713360369","https://openalex.org/W2773715120","https://openalex.org/W2782071313","https://openalex.org/W2801046428","https://openalex.org/W2802961018","https://openalex.org/W2894217136","https://openalex.org/W4285719527","https://openalex.org/W6728708294"],"related_works":["https://openalex.org/W1523254661","https://openalex.org/W2259218756","https://openalex.org/W1979031354","https://openalex.org/W646492873","https://openalex.org/W76277348","https://openalex.org/W2376574686","https://openalex.org/W3120419971","https://openalex.org/W1586944954","https://openalex.org/W3107804334","https://openalex.org/W4242124891"],"abstract_inverted_index":{"In":[0,87],"the":[1,5,34,44,50,56,60,64,69,74,89,95,99,115,136,140,143,161,168,175,179,184,190,193,199,209],"early":[2],"stages":[3],"of":[4,20,46,52,59,66,98,178],"product":[6],"design,":[7],"multiple":[8],"principle":[9],"solutions":[10],"are":[11,23,30,146],"obtained":[12,147],"through":[13,148],"function":[14],"solving,":[15],"and":[16,49,119,142,152,164,187],"a":[17,105],"large":[18],"number":[19],"conceptual":[21,100],"schemes":[22],"generated":[24],"by":[25,219],"combination.":[26],"Therefore,":[27],"scheme":[28,191],"decisions":[29,78],"important":[31],"factors":[32],"in":[33,73],"concept":[35,111],"design.":[36],"The":[37,156],"existing":[38],"decision":[39,75,96,108,205],"methods":[40],"primarily":[41,127],"focus":[42],"on":[43,55,114],"satisfaction":[45],"economic":[47],"needs,":[48],"impact":[51,137,165],"technical":[53,57],"indicators":[54],"performance":[58],"scheme,":[61],"while":[62],"ignoring":[63],"conflict":[65],"needs":[67],"between":[68,139],"two":[70,130,180],"subject":[71],"objectives":[72,92],"process.":[76],"Actual":[77],"need":[79],"to":[80,134,159,172,182,188,216],"be":[81,217],"weighed":[82],"against":[83],"each":[84],"other\u2019s":[85],"expectations.":[86],"addition,":[88],"qualitative":[90],"interactive":[91],"will":[93],"affect":[94],"direction":[97],"scheme.":[101,211],"Herein,":[102],"we":[103],"propose":[104],"relative":[106,176],"equilibrium":[107],"approach":[109],"for":[110],"design":[112,196],"based":[113],"fuzzy":[116,149],"decision-making":[117,150],"trial":[118,151],"evaluation":[120,153],"laboratory-cooperative":[121],"game":[122,170],"model.":[123],"This":[124,212],"model":[125,206,213],"is":[126,133,158,214],"divided":[128],"into":[129,167],"parts.":[131],"One":[132],"solve":[135],"relationship":[138],"objectives,":[141],"objectives\u2019":[144,162],"weights":[145,163],"laboratory":[154],"(FDEMATEL).":[155],"second":[157],"incorporate":[160],"utility":[166],"cooperative":[169],"model,":[171],"reasonably":[173],"weigh":[174],"interests":[177],"subjects":[181],"meet":[183],"corresponding":[185],"interactions,":[186],"obtain":[189],"with":[192,221],"largest":[194],"overall":[195],"desirability.":[197],"Finally,":[198],"case":[200],"study":[201],"proves":[202],"that":[203],"this":[204],"can":[207],"identify":[208],"optimal":[210],"proven":[215],"robust":[218],"comparison":[220],"other":[222],"methods.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}