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Tytuł pozycji:

An interval-valued Pythagorean prioritized operator-based game theoretical framework with its applications in multicriteria group decision making.

Tytuł :
An interval-valued Pythagorean prioritized operator-based game theoretical framework with its applications in multicriteria group decision making.
Autorzy :
Han, Yuzhen
Deng, Yong
Cao, Zehong
Lin, Chin-Teng
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Temat :
MULTIPLE criteria decision making
GROUP decision making
PYTHAGOREAN theorem
GAME theory
FUZZY sets
COMPETITION (Psychology)
Źródło :
Neural Computing & Applications; Jun2020, Vol. 32 Issue 12, p7641-7659, 19p
Czasopismo naukowe
Multicriteria decision-making process explicitly evaluates multiple conflicting criteria in decision making. The conventional decision-making approaches assumed that each agent is independent, but the reality is that each agent aims to maximize personal benefit which causes a negative influence on other agents' behaviors in a real-world competitive environment. In our study, we proposed an interval-valued Pythagorean prioritized operator-based game theoretical framework to mitigate the cross-influence problem. The proposed framework considers both prioritized levels among various criteria and decision makers within five stages. Notably, the interval-valued Pythagorean fuzzy sets are supposed to express the uncertainty of experts, and the game theories are applied to optimize the combination of strategies in interactive situations. Additionally, we also provided illustrative examples to address the application of our proposed framework. In summary, we provided a human-inspired framework to represent the behavior of group decision making in the interactive environment, which is potential to simulate the process of realistic humans thinking. [ABSTRACT FROM AUTHOR]
Copyright of Neural Computing & Applications is the property of Springer Nature and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

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