4.7 Article

Pythagorean Fuzzy Multiattribute Group Decision Making with Probabilistic Information and OWA Approach

Journal

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
Volume 32, Issue 11, Pages 1136-1150

Publisher

WILEY
DOI: 10.1002/int.21886

Keywords

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Funding

  1. National Natural Science Foundation of China [71671165]
  2. Statistical Scientific Key Research Project of China [2016LZ43]
  3. Social Sciences Planning Projects of Zhejiang [16ZJQN022YB]
  4. Zhejiang Province Soft Science Fund [2014C35015]
  5. K. C. Wong Magna Fund in Ningbo University

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The aim of this paper is to develop a Pythagorean fuzzy multiattribute group decision making (MAGDM) method based on probabilistic information and the ordered weighted averaging (OWA) approach. The Pythagorean fuzzy probabilistic ordered weighted averaging (PFPOWA) operator is presented. It is a new aggregation operator that considers the probabilities and the OWA in the same formulation. Therefore, it is able to take into account the degree of importance that each concept has in the particular problem considered. Some main properties and different particular cases of the PFPOWA operators are studied. Moreover, a method based on the proposed operator for multiattribute group decision making is put forward. Finally, an example showing analysis of a supplier selection is given to verify the effectiveness and practicability of the proposed method.

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