{"id":"https://openalex.org/W2996590878","doi":"https://doi.org/10.3233/jifs-190630","title":"Optimal selection of design scheme in cloud environment: A novel hybrid approach of multi-criteria decision-making based on F-ANP and F-QFD","display_name":"Optimal selection of design scheme in cloud environment: A novel hybrid approach of multi-criteria decision-making based on F-ANP and F-QFD","publication_year":2019,"publication_date":"2019-12-07","ids":{"openalex":"https://openalex.org/W2996590878","doi":"https://doi.org/10.3233/jifs-190630","mag":"2996590878"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-190630","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-190630","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy 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/A5068503210","display_name":"Jiashuang Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiashuang Fan","raw_affiliation_strings":["Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100693945","display_name":"Suihuai Yu","orcid":"https://orcid.org/0000-0001-9489-8875"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suihuai Yu","raw_affiliation_strings":["Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024570400","display_name":"Mingjiu Yu","orcid":"https://orcid.org/0000-0003-1330-4217"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjiu Yu","raw_affiliation_strings":["Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053056639","display_name":"Jianjie Chu","orcid":"https://orcid.org/0000-0002-0113-4030"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjie Chu","raw_affiliation_strings":["Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005902587","display_name":"Baozhen Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baozhen Tian","raw_affiliation_strings":["Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089846214","display_name":"Wenhua Li","orcid":"https://orcid.org/0000-0002-3956-9208"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhua Li","raw_affiliation_strings":["Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101400110","display_name":"Hui Wang","orcid":"https://orcid.org/0000-0002-3002-3081"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Wang","raw_affiliation_strings":["Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101993180","display_name":"Yukun Hu","orcid":"https://orcid.org/0000-0003-1103-8162"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yukun Hu","raw_affiliation_strings":["Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100418487","display_name":"Chen Chen","orcid":"https://orcid.org/0000-0002-7242-6233"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Chen","raw_affiliation_strings":["Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Engineering Laboratory for Industrial Design, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5068503210"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":1.6462,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85741384,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"38","issue":"3","first_page":"3371","last_page":"3388"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9994000196456909,"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":0.9994000196456909,"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/T12945","display_name":"Quality Function Deployment in Product Design","score":0.9983999729156494,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9726999998092651,"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/quality-function-deployment","display_name":"Quality function deployment","score":0.7231720089912415},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.7098727226257324},{"id":"https://openalex.org/keywords/analytic-network-process","display_name":"Analytic network process","score":0.6375042796134949},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6332612037658691},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6218143105506897},{"id":"https://openalex.org/keywords/vagueness","display_name":"Vagueness","score":0.6015761494636536},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.5714036822319031},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5301585793495178},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4995279312133789},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4344395101070404},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4133976101875305},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.37770140171051025},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3231174647808075},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2550753653049469},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22954636812210083},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16193261742591858},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.08156296610832214}],"concepts":[{"id":"https://openalex.org/C86992474","wikidata":"https://www.wikidata.org/wiki/Q763591","display_name":"Quality function deployment","level":3,"score":0.7231720089912415},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.7098727226257324},{"id":"https://openalex.org/C176459437","wikidata":"https://www.wikidata.org/wiki/Q485190","display_name":"Analytic network process","level":3,"score":0.6375042796134949},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6332612037658691},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6218143105506897},{"id":"https://openalex.org/C2776825360","wikidata":"https://www.wikidata.org/wiki/Q1411921","display_name":"Vagueness","level":3,"score":0.6015761494636536},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.5714036822319031},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5301585793495178},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4995279312133789},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4344395101070404},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4133976101875305},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.37770140171051025},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3231174647808075},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2550753653049469},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22954636812210083},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16193261742591858},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.08156296610832214},{"id":"https://openalex.org/C71822192","wikidata":"https://www.wikidata.org/wiki/Q1067270","display_name":"Value engineering","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-190630","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-190630","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1561441164","https://openalex.org/W1771499885","https://openalex.org/W1963593331","https://openalex.org/W1965746058","https://openalex.org/W1966442943","https://openalex.org/W1996054841","https://openalex.org/W2015694765","https://openalex.org/W2048087366","https://openalex.org/W2060093109","https://openalex.org/W2065043952","https://openalex.org/W2066706286","https://openalex.org/W2118014423","https://openalex.org/W2131814102","https://openalex.org/W2160944442","https://openalex.org/W2294535567","https://openalex.org/W2418380392","https://openalex.org/W2527274374","https://openalex.org/W2540265541","https://openalex.org/W2563615713","https://openalex.org/W2565147943","https://openalex.org/W2578765870","https://openalex.org/W2592492586","https://openalex.org/W2602748104","https://openalex.org/W2724198360","https://openalex.org/W2725270116","https://openalex.org/W2738748078","https://openalex.org/W2748930358","https://openalex.org/W2762073012","https://openalex.org/W2770978345","https://openalex.org/W2773995416","https://openalex.org/W2782370947","https://openalex.org/W2787624325","https://openalex.org/W2788455187","https://openalex.org/W2807918403","https://openalex.org/W2809917564","https://openalex.org/W2810116598","https://openalex.org/W2811459761","https://openalex.org/W2896481510","https://openalex.org/W2898595572","https://openalex.org/W2904912265","https://openalex.org/W2909244836","https://openalex.org/W2915522475","https://openalex.org/W2954174759","https://openalex.org/W2964209461","https://openalex.org/W4251225685","https://openalex.org/W4255833381"],"related_works":["https://openalex.org/W4241887161","https://openalex.org/W2898115765","https://openalex.org/W1500276018","https://openalex.org/W3130608726","https://openalex.org/W181365726","https://openalex.org/W2919249444","https://openalex.org/W2097130759","https://openalex.org/W3126954141","https://openalex.org/W2944852963","https://openalex.org/W2060617333"],"abstract_inverted_index":{"In":[0,42,74,101],"order":[1],"to":[2,81,113,123,144,155],"achieve":[3],"optimal":[4],"selection":[5],"of":[6,50,71,108,133,160,172,175,196],"design":[7,51,109],"schemes":[8],"in":[9,38,135,179,186,198],"cloud":[10,137],"environment,":[11,60],"this":[12],"paper":[13],"proposed":[14,147,214],"a":[15],"novel":[16,40,168],"hybrid":[17],"Multi-Criteria":[18],"Decision-Making":[19],"(MCDM)":[20],"model":[21],"integrated":[22],"Fuzzy":[23,29],"Analytic":[24],"Network":[25],"Process":[26],"(fuzzy-ANP)":[27],"and":[28,61,86,99,115,127,182,207,219],"Quality":[30],"Function":[31],"Development":[32],"(fuzzy-QFD).":[33],"There":[34],"are":[35,66,79,120,153],"three":[36],"steps":[37],"the":[39,43,46,69,75,83,87,95,102,105,131,136,146,158,173,184,191,194,204,209,213],"approach.":[41,148],"first":[44],"step,":[45,77,104],"evaluation":[47,161,189],"target":[48],"system":[49,107],"scheme":[52,110],"is":[53,92,111,142,216],"identified":[54,67],"considering":[55],"four":[56],"dimensions:":[57],"economy,":[58],"society,":[59],"culture.":[62],"The":[63,118,167],"proper":[64],"indicators":[65,162],"by":[68],"integration":[70],"multi-intelligent":[72],"techniques.":[73],"second":[76],"decision-makers":[78,119],"asked":[80],"compare":[82,114,124],"decision":[84,164,200],"indicators,":[85],"weight":[88],"for":[89],"each":[90],"indicator":[91,192],"determined":[93],"using":[94],"intuitionistic":[96],"fuzzy":[97,176],"number":[98],"fuzzy-ANP.":[100],"third":[103],"decision-making":[106],"developed":[112],"rank":[116,128],"alternatives.":[117],"invited":[121],"over":[122],"different":[125],"options":[126],"them":[129],"with":[130,222],"aid":[132],"fuzzy-QFD":[134,197],"environment.":[138],"A":[139],"case":[140],"study":[141,206],"provided":[143,220],"validate":[145],"Twenty-five":[149],"sensitivity":[150],"analysis":[151],"experiments":[152],"conducted":[154],"figure":[156],"out":[157],"influence":[159],"on":[163,190,203],"making":[165],"process.":[166],"approach":[169,215],"makes":[170],"use":[171],"strength":[174],"set":[177],"theory":[178],"handing":[180],"vagueness":[181],"uncertainty,":[183],"fuzzy-ANP":[185],"non-independent":[187],"hierarchy":[188],"system,":[193],"advantage":[195],"multiple-objective":[199],"analysis.":[201],"Based":[202],"comparative":[205],"assessment,":[208],"results":[210],"show":[211],"that":[212],"more":[217],"efficient":[218],"users":[221],"multidimensional":[223],"evaluation.":[224]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}