Classifications of publications concerning hybrid QFD-MCDM procedure
| Authors | MCDM approach | Practical context |
|---|---|---|
| Karsak (2004) | Fuzzy multiple objective programming method | Textile industry (Turkey) |
| Bayraktaroğlu and Özgen (2008) | AHP, KANO | Library service improvement (Turkey) |
| Lee et al. (2010) | ANP, multi-choice goal programming model | Thin film transistor liquid crystal display industry (Taiwan) |
| Ho et al. (2011) | AHP, Supply chain | Supplier selection in automobile company (UK) |
| Raharjo et al. (2011) | AHP, dynamic QFD, Uncertainty | Education quality in a university (Singapore) |
| Alinezad et al. (2013) | Fuzzy, AHP | Supplier selection in a pharmaceutical company (Iran) |
| Wang (2014) | Fuzzy, Relative preference relation on MCDM | Bank credit card (Taiwan) |
| Zaim et al. (2014) | Fuzzy, Analytic network process (ANP) | Polyethylene pipes (Turkey) |
| Li et al. (2014) | TOPSIS, Fuzzy | Aviation design (China) |
| Song et al. (2014) | Rough set theory (RST) and grey relational analysis (GRA) | Industrial service design for compressor rotor (China) |
| Wang et al. (2016) | Hybrid group decision-making model based on hesitant 2-tuple linguistic term sets and an extended QUALIFLEX | Market segment selection problem (Vietnam) |
| Liu and Cheng (2016) | Interval grey number, GQFD, TRIZ | Computer peripheral product (Taiwan) |
| Ocampo et al. (2016) | ANP, AHP, DEMATEL, sustainability | Agriculture manufacturing product (Philippines) |
| Wu et al. (2017) | Hesitant fuzzy DEMATEL, Hesitant fuzzy VIKOR | Product development of electric vehicle (China) |
| Hsu et al. (2017) | Fuzzy Delphi method (FDM), modified fuzzy extent analytic hierarchy process (FEAHP), TOPSIS, Sustainability | Manufacturing SMEs (Taiwan) |
| Lee et al. (2017) | Fuzzy, Delphi method, decision-making trial and evaluation laboratory and analytic network process | Solar cell manufacturing (Taiwan) |
| Akbaş and Bilgen (2017) | FAHP, FANP, TOPSIS | Wastewater treatment plants (Turkey) |
| Fiorenzo et al. (2017) | multi expert/multiple criteria decisions making | Design of a new model of a climbing safety harness (Italy) |
| Tavana et al. (2017) | ANP, Ratio analysis, Weighted aggregated sum product assessment, Sustainability | Supply selection in a dairy company (Iran) |
| Yazdani et al. (2017) | DEMATEL, MOORA, COPRAS, Green supplier | Supplier selection in a dairy company (Iran) |
| Babazadeh (2017) | DEA, MODM | -(Iran) |
| Kang et al. (2018) | FAHP, Fuzzy Kano, EGM | New design of Minicars (China) |
| Van et al. (2018) | INS, TOPSIS, Sustainability | Green supply chain (Vietnam) |
| Abdel-Basset et al. (2018) | AHP, Neutrosophic set | Supplier selection in pharmaceutical manufacturing company (Egypt) |
| Peng et al. (2018) | Group decision-making approach | Vortex recoil hydraulic retarder (China) |
| Galetto et al. (2018) | Multi expert/multiple criteria decision-making technique | Design of a new model of a climbing safety harness (Italy) |
| Bottani et al. (2018) | ANP, Benefits, Opportunities, Costs and Risks (BOCR) analysis | Supplier selection for components of machinery in a food company (Italy) |
| Tian et al. (2018) | Fuzzy BWM, fuzzy MDM, fuzzy MULTIMOORA | Bike sharing project, Two-oriented society (China) |
| Babbar and Amin (2018) | Multi-objective mixed -integer linear programming and trapezoidal fuzzy numbers, environmental factors | Supplier selection in a beverage company (Canada–USA) |
| Huang et al. (2019) | PHFLTS, Best-worst method (BWM) | Design of a flexible manufacturing system/Product development of electric vehicles (China) |
| Yazdani et al. (2019) | Internal valued fuzzy set, Multi attribute decision support model, GRA | Agriculture Production Systems (France) |
| Liu et al. (2019) | EHFLTSs, Choquet integral, Prospect theory | Electric vehicle manufacturing (China) |
| Yazdani et al. (2020) | IT2FS, Decision-making trial and evaluation laboratory (DEMATEL), Sustainability | Agricultural supply chain (Spain) |
| Ocampo et al. (2020) | Fuzzy, AHP, DEMATEL, ANP, MADM, Sustainability | Meat processing industry (Philippines) |
| Ping et al. (2020) | PFLS, TOPSIS/maximum entropy theory, EDAS | Product-service system design (China) |
| Wu et al. (2020) | Uncertainty, MULTIMOORA | Electric vehicle manufacturing (China) |
| Mistarihi et al. (2020) | Fuzzy Analytic Network Process (FANP), fuzzy-AHP | Design of a wheelchair (Jordan) |
| Gündoğdu and Kahraman (2020) | SFS, Spherical fuzzy TOPSIS | Linear delta robot technology development (Brazil) |
| Ahmadzadeh et al. (2021) | DEMATEL, ERP, OA | Banking sector (Iran) |
| Haber et al. (2020) | FAHP, KANO, PSS | Medical devices (Sweden) |
| Kaya and Erginel (2020) | HF-SQFD, HF-SWARA, Sustainability | Airport sustainable design/improvement (Turkey) |
| Neira-Rodado et al. (2020) | Fuzzy Kano, AHP, DEMATEL | Medical surgery aid devices (Italy) |
| Wang et al. (2020a) | Cloud model MCDM, interval-valued fuzzy-rough sets | Air compressor company (China) |
| Wang et al. (2020b) | Multi-attribute grey target decision-making method, Fuzzy, Supply chain management | Supplier selection in Launch vehicle design (China) |
| Haiyun et al. (2021) | IVIF DEMATEL, IVIF MOORA, Green | Green supply chain (China) |
| Wu and Liao (2021) | BWM, interval-valued linguistic | Aviation service development (China) |
| Chen et al. (2021) | HFLTS, DEMATEL, MULTIMOORA, entropy weight method | CNC machine tool (China) |
| Fetanat and Tayebi (2021) | Fuzzy, linear programming technique for multidimensional analysis of preference | Water treatment system (Iran) |
| Ocampo et al. (2021) | Fuzzy, DEMATEL, AHP, ANP, Sustainability, Means-end chain | Vegetable cooking oil (Philippines) |
| Authors | MCDM approach | Practical context |
|---|---|---|
| Fuzzy multiple objective programming method | Textile industry (Turkey) | |
| AHP, KANO | Library service improvement (Turkey) | |
| ANP, multi-choice goal programming model | Thin film transistor liquid crystal display industry (Taiwan) | |
| AHP, Supply chain | Supplier selection in automobile company (UK) | |
| AHP, dynamic QFD, Uncertainty | Education quality in a university (Singapore) | |
| Fuzzy, AHP | Supplier selection in a pharmaceutical company (Iran) | |
| Fuzzy, Relative preference relation on MCDM | Bank credit card (Taiwan) | |
| Fuzzy, Analytic network process (ANP) | Polyethylene pipes (Turkey) | |
| TOPSIS, Fuzzy | Aviation design (China) | |
| Rough set theory (RST) and grey relational analysis (GRA) | Industrial service design for compressor rotor (China) | |
| Hybrid group decision-making model based on hesitant 2-tuple linguistic term sets and an extended QUALIFLEX | Market segment selection problem (Vietnam) | |
| Interval grey number, GQFD, TRIZ | Computer peripheral product (Taiwan) | |
| ANP, AHP, DEMATEL, sustainability | Agriculture manufacturing product (Philippines) | |
| Hesitant fuzzy DEMATEL, Hesitant fuzzy VIKOR | Product development of electric vehicle (China) | |
| Fuzzy Delphi method (FDM), modified fuzzy extent analytic hierarchy process (FEAHP), TOPSIS, Sustainability | Manufacturing SMEs (Taiwan) | |
| Fuzzy, Delphi method, decision-making trial and evaluation laboratory and analytic network process | Solar cell manufacturing (Taiwan) | |
| FAHP, FANP, TOPSIS | Wastewater treatment plants (Turkey) | |
| multi expert/multiple criteria decisions making | Design of a new model of a climbing safety harness (Italy) | |
| ANP, Ratio analysis, Weighted aggregated sum product assessment, Sustainability | Supply selection in a dairy company (Iran) | |
| DEMATEL, MOORA, COPRAS, Green supplier | Supplier selection in a dairy company (Iran) | |
| DEA, MODM | -(Iran) | |
| FAHP, Fuzzy Kano, EGM | New design of Minicars (China) | |
| INS, TOPSIS, Sustainability | Green supply chain (Vietnam) | |
| AHP, Neutrosophic set | Supplier selection in pharmaceutical manufacturing company (Egypt) | |
| Group decision-making approach | Vortex recoil hydraulic retarder (China) | |
| Multi expert/multiple criteria decision-making technique | Design of a new model of a climbing safety harness (Italy) | |
| ANP, Benefits, Opportunities, Costs and Risks (BOCR) analysis | Supplier selection for components of machinery in a food company (Italy) | |
| Fuzzy BWM, fuzzy MDM, fuzzy MULTIMOORA | Bike sharing project, Two-oriented society (China) | |
| Multi-objective mixed -integer linear programming and trapezoidal fuzzy numbers, environmental factors | Supplier selection in a beverage company (Canada–USA) | |
| PHFLTS, Best-worst method (BWM) | Design of a flexible manufacturing system/Product development of electric vehicles (China) | |
| Internal valued fuzzy set, Multi attribute decision support model, GRA | Agriculture Production Systems (France) | |
| EHFLTSs, Choquet integral, Prospect theory | Electric vehicle manufacturing (China) | |
| IT2FS, Decision-making trial and evaluation laboratory (DEMATEL), Sustainability | Agricultural supply chain (Spain) | |
| Fuzzy, AHP, DEMATEL, ANP, MADM, Sustainability | Meat processing industry (Philippines) | |
| PFLS, TOPSIS/maximum entropy theory, EDAS | Product-service system design (China) | |
| Uncertainty, MULTIMOORA | Electric vehicle manufacturing (China) | |
| Fuzzy Analytic Network Process (FANP), fuzzy-AHP | Design of a wheelchair (Jordan) | |
| SFS, Spherical fuzzy TOPSIS | Linear delta robot technology development (Brazil) | |
| DEMATEL, ERP, OA | Banking sector (Iran) | |
| FAHP, KANO, PSS | Medical devices (Sweden) | |
| HF-SQFD, HF-SWARA, Sustainability | Airport sustainable design/improvement (Turkey) | |
| Fuzzy Kano, AHP, DEMATEL | Medical surgery aid devices (Italy) | |
| Cloud model MCDM, interval-valued fuzzy-rough sets | Air compressor company (China) | |
| Multi-attribute grey target decision-making method, Fuzzy, Supply chain management | Supplier selection in Launch vehicle design (China) | |
| IVIF DEMATEL, IVIF MOORA, Green | Green supply chain (China) | |
| BWM, interval-valued linguistic | Aviation service development (China) | |
| HFLTS, DEMATEL, MULTIMOORA, entropy weight method | CNC machine tool (China) | |
| Fuzzy, linear programming technique for multidimensional analysis of preference | Water treatment system (Iran) | |
| Fuzzy, DEMATEL, AHP, ANP, Sustainability, Means-end chain | Vegetable cooking oil (Philippines) |
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