Journal
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
Volume 179, Issue 1, Pages 220-233Publisher
ELSEVIER
DOI: 10.1016/j.ejor.2006.04.009
Keywords
fuzzy sets; multi-criteria decision-making; evaluation function; intuitionistic fuzzy point operators; score functions
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In this paper we present new methods for solving multi-criteria decision-making problem in an intuitionistic fuzzy environment. First, we define an evaluation function for the decision-making problem to measure the degrees to which alternatives satisfy and do not satisfy the decision-maker's requirement. Then, we introduce and discuss the concept of intuitionistic fuzzy point operators. By using the intuitionistic fuzzy point operators, we can reduce the degree of uncertainty of the elements in a universe corresponding to an intuitionistic fuzzy set. Furthermore, a series of new score functions are defined for multi-criteria decision-making problem based on the intuitionistic fuzzy point operators and the evaluation function and their effectiveness and advantage are illustrated by examples. (c) 2006 Elsevier B.V. All rights reserved.
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