Multi-criteria group decision making with fuzzy data： an extension of the VIKOR method
摘要
The VIKOR method is a multi-criteria decision making aid, which employs linear normalization to offer compromise solutions and has been successfully applied to various group decision making problems. However, the conventional VIKOR techniques used to integrate group judgments and the information loss arising from defuzzification are problematic and distort final outcomes.An improved integration method, which is optimization-based, is proposed. And it can handle fuzzy criteria values and weights.The precondition for accurately defuzzifying triangular fuzzy numbers is identified. Several effective defuzzification procedures are proposed to improve the extant VIKOR, and a comprehensive evaluation framework is offered to aid multi-criteria group decision making. Finally, a numerical example is provided to illustrate the practicability of the proposed method.