Journal
FUNDAMENTA INFORMATICAE
Volume 165, Issue 2, Pages 99-137Publisher
IOS PRESS
DOI: 10.3233/FI-2019-1778
Keywords
Pythagorean fuzzy set; operators; Pythagorean fuzzy number; score function; multi-criteria decision making; WDBA
Funding
- National Natural Science Foundation of China [61462019]
- MOE (Ministry of Education in China) Project of Humanities and Social Sciences [18YJCZH054]
- Natural Science Foundation of Guangdong Province [2018A030307033, 2018A0303130274]
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In this paper, we initiate some new operators for Pythagorean fuzzy set and discuss their properties in detail. Then, a new score function of Pythagorean fuzzy number (PFN) is proposed for solving the failure problems when comparing two PFNs. Later, we present an algorithm for solving multi-criteria decision making (MCDM) problem based on Weighted Distance Based Approximation (WDBA). Finally, the effectiveness and feasibility of approach is demonstrated by some numerical examples. The salient features of the proposed method, compared to the existing Pythagorean fuzzy decision making methods, are (1) it can derive a ranking without the complex process; (2) it can obtain the optimal alternative without counterintuitive phenomena; (3) it has a great power in distinguishing the optimal alternative.
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