دورية أكاديمية

Neutrosophic Completion Technique for Incomplete Higher-Order AHP Comparison Matrices

التفاصيل البيبلوغرافية
العنوان: Neutrosophic Completion Technique for Incomplete Higher-Order AHP Comparison Matrices
المؤلفون: Ignacio J. Navarro, José V. Martí, Víctor Yepes
المصدر: Mathematics, Vol 9, Iss 5, p 496 (2021)
بيانات النشر: MDPI AG, 2021.
سنة النشر: 2021
المجموعة: LCC:Mathematics
مصطلحات موضوعية: multicriteria decision-making tools, analytic hierarchy process, DEMATEL, neutrosophic logic, fuzzy decision making, sustainable design, Mathematics, QA1-939
الوصف: After the recent establishment of the Sustainable Development Goals and the Agenda 2030, the sustainable design of products in general and infrastructures in particular emerge as a challenging field for the development and application of multicriteria decision-making tools. Sustainability-related decision problems usually involve, by definition, a wide variety in number and nature of conflicting criteria, thus pushing the limits of conventional multicriteria decision-making tools practices. The greater the number of criteria and the more complex the relations existing between them in a decisional problem, the less accurate and certain are the judgments required by usual methods, such as the analytic hierarchy process (AHP). The present paper proposes a neutrosophic AHP completion methodology to reduce the number of judgments required to be emitted by the decision maker. This increases the consistency of their responses, while accounting for uncertainties associated to the fuzziness of human thinking. The method is applied to a sustainable-design problem, resulting in weight estimations that allow for a reduction of up to 22% of the conventionally required comparisons, with an average accuracy below 10% between estimates and the weights resulting from a conventionally completed AHP matrix, and a root mean standard error below 15%.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2227-7390
Relation: https://www.mdpi.com/2227-7390/9/5/496; https://doaj.org/toc/2227-7390
DOI: 10.3390/math9050496
URL الوصول: https://doaj.org/article/380279e53d164c96ac0e463a370c0a72
رقم الأكسشن: edsdoj.380279e53d164c96ac0e463a370c0a72
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:22277390
DOI:10.3390/math9050496