Affiliations: [a] School of Mathematical Sciences, Sichuan Normal University, Chengdu, P.R. China | [b] School of Business, Sichuan Normal University, Chengdu, P.R. China | [c] School of Statistics, Southwestern University of Finance and Economics, Chengdu, P.R. China
Correspondence:
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Corresponding author. Huiyuan Zhang, School of Mathematical Sciences, Sichuan Normal University, Chengdu, P.R. China. E-mail: [email protected].
Abstract: Nowadays, how to choose a comfortable and relatively satisfactory residence is one of the multiple attribute group decision making (MAGDM) issues which people are paying more and more attention. However, since the inaccuracy and fuzziness of the information are given by decision makers (DMs) in practical decision-making and psychological factors of DMs should be considered in the decision-making process, this paper presents TOPSIS approach based on cumulative prospect theory (CPT) to deal with the MAGDM issues under the spherical fuzzy environment. Furthermore, considering the objective relationship between the attributes, the combined weights are used to get attribute weights in spherical fuzzy sets (SFSs). Finally, an example of residential location is introduced to prove the validity of our proposed approach by comparing with spherical fuzzy TOPSIS(SF-TOPSIS) method and spherical fuzzy WASPAS (SF-WASPAS) method.
Keywords: Multiple attribute group decision making (MAGDM), spherical fuzzy sets (SFSs), TOPSIS, cumulative prospect theory (CPT), combined weights, residential location
