Multiple criteria decision analysis using prioritised interval type-2 fuzzy aggregation operators and its application to site selection
Multiple criteria decision analysis using prioritised interval type-2 fuzzy aggregation operators and its application to site selection
Author(s): Ting-Yu ChenSubject(s): Micro-Economics
Published by: Vilnius Gediminas Technical University
Keywords: interval type-2 fuzzy set; prioritised interval type-2 fuzzy aggregation operator; multiple criteria decision analysis; landfill site selection;
Summary/Abstract: The theory of interval type-2 fuzzy sets provides an intuitive and computationally feasible method of addressing uncertain and ambiguous information in decision-making fields. This paper aims to develop a prioritised interval type-2 fuzzy aggregation operator and apply it to multiple criteria decision analysis with prioritised criteria. This paper considers situations in which a relationship between the criteria exists such that a lack of satisfaction by the higher priority criteria cannot be readily compensated by the satisfaction of lower priority criteria. This paper introduces the developed prioritised interval type-2 fuzzy aggregation operator to address the problem of criteria aggregation in this environment. To demonstrate the feasibility of the proposed operator, this paper provides a multiple criteria decision-making method that uses the prioritised interval type-2 fuzzy aggregation operator, and the method is illustrated with a practical application to landfill site selection.
Journal: Technological and Economic Development of Economy
- Issue Year: 23/2017
- Issue No: 1
- Page Range: 1-21
- Page Count: 21
- Language: English