دورية أكاديمية
Weight Optimization Decision Algorithm in (p,q)-Rung Probabilistic Hesitant Orthopair Fuzzy Environments
| العنوان: | Weight Optimization Decision Algorithm in (p,q)-Rung Probabilistic Hesitant Orthopair Fuzzy Environments |
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| المؤلفون: | Jinyan Bao, Xiangzhi Kong |
| المصدر: | Symmetry, Vol 15, Iss 11, p 2043 (2023) |
| بيانات النشر: | MDPI AG, 2023. |
| سنة النشر: | 2023 |
| المجموعة: | LCC:Mathematics |
| مصطلحات موضوعية: | multi-objective group decision making, weight optimization, ANP, neural network, entropy method, ELECTRE approach, Mathematics, QA1-939 |
| الوصف: | Aiming at the fuzzification of a decision environment and the challenge of determining the weights associated with the interaction among decision-makers, this study offers an original method for (p,q)-rung probabilistic hesitant orthopair fuzzy multi-objective group decision-making, which is founded on the weight optimization principle. Firstly, the notion of a probabilistic hesitant fuzzy set is expanded to a (p,q)-rung. Secondly, the determination of subjective and objective weights is accomplished through the utilization of the Analytic Network Process (ANP) and the Entropy Method. According to the degree of deviation and dispersion of each weight, an optimal objective function is constructed, and the neural network is used to iteratively solve for the best scheme of the comprehensive weight. Subsequently, the Elimination Et Choice Translating Reality (ELECTRE) approach was refined and applied to decision-making in the (p,q)-rung probabilistic hesitant orthopair fuzzy environment. Finally, comparative analysis was used to demonstrate the new method’s effectiveness and superiority. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2073-8994 74478451 |
| العلاقة: | https://www.mdpi.com/2073-8994/15/11/2043Test; https://doaj.org/toc/2073-8994Test |
| DOI: | 10.3390/sym15112043 |
| الوصول الحر: | https://doaj.org/article/a0b447e7447845128d875297de6ba1fdTest |
| رقم الانضمام: | edsdoj.0b447e7447845128d875297de6ba1fd |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 20738994 74478451 |
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| DOI: | 10.3390/sym15112043 |