Journal
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
Volume 32, Issue 11, Pages 1187-1214Publisher
WILEY
DOI: 10.1002/int.21896
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Funding
- National Natural Science Foundation of China [61163036]
- Shaoguan University [SY2016KJ11]
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In this paper, we initiate a new axiomatic definition of Pythagorean fuzzy distance measure, which is expressed by Pythagorean fuzzy number that will reduce the information loss and remain more original information. Then, the objective weights of various criteria are determined via grey system theory. Combining objective weights with subjective weights, we present the combined weights, which can reflect both the subjective considerations of the decision maker and the objective information. Meanwhile, a novel score function is proposed. Later, we present two algorithms to solve stochastic multicriteria decision making problem, which takes prospect preference and regret aversion of decision makers into consideration in the decision process. Finally, the effectiveness and feasibility of approach is demonstrated by a numerical example.
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