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In multi-criteria decision making (MCDM) problems, ratings are assigned to the alternatives on different criteria by the expert group. In this paper, we propose a thermodynamically consistent model for MCDM using the analogies for…

人工智能 · 计算机科学 2017-03-28 Mohit Verma , J. Rajasankar

Thus far, limited research has been performed on resilient supplier selection - a problem that requires simultaneous consideration of a set of numerical and linguistic evaluation criteria, which are substantially different from traditional…

人工智能 · 计算机科学 2019-04-09 Dizuo Jiang , Md Mahmudul Hassan , Tasnim Ibn Faiz , Md. Noor-E-Alam

A number of Multiple Criteria Decision Analysis (MCDA) methods have been developed to rank alternatives based on several decision criteria. Usually, MCDA methods deal with the criteria value at the time the decision is made without…

人工智能 · 计算机科学 2020-10-23 Betania S. C. Campello , Leonardo T. Duarte , João M. T. Romano

Municipal solid waste management (MSWM) is a challenging issue of urban development in developing countries. Each country having different socio-economic-environmental background, might not accept a particular disposal method as the optimal…

人工智能 · 计算机科学 2018-05-07 Jagannath Roy , Krishnendu Adhikary , Samarjit Kar

Multi-Criteria Decision Analysis (MCDA) is extensively used across diverse industries to assess and rank alternatives. Among numerous MCDA methods developed to solve real-world ranking problems, TOPSIS remains one of the most popular…

人工智能 · 计算机科学 2025-02-27 Robert Susmaga , Izabela Szczech , Dariusz Brzezinski

A neutrosophic set is a more general platform, which can be used to present uncertainty, imprecise, incomplete and inconsistent. In this paper a score function and an accuracy function for single valued neutrosophic sets is firstly proposed…

人工智能 · 计算机科学 2014-12-18 Rıdvan Şahin

A vast number of multicriteria decision making methods have been developed to deal with the problem of ranking a set of alternatives evaluated in a multicriteria fashion. Very often, these methods assume that the evaluation among criteria…

信号处理 · 电气工程与系统科学 2020-02-07 Guilherme Dean Pelegrina , Leonardo Tomazeli Duarte , João Marcos Travassos Romano

Multi-criteria decision making (MCDM) is necessary for choosing one from the available alternatives (or from the obtained Pareto-optimal solutions for multi-objective optimization), where the performance of each alternative is quantified…

化学物理 · 物理学 2024-11-18 Zhiyuan Wang , Seyed Reza Nabavi , Gade Pandu Rangaiah

In this study, we propose a multicriteria group decision making (MCGDM) algorithm under uncertainty where data is collected as intervals. The proposed MCGDM algorithm aggregates the data, determines the optimal weights for criteria and…

人工智能 · 计算机科学 2020-12-04 Hadi A. Khorshidi , Uwe Aickelin

Each decision-making tool should be tested and validated in real case studies to be practical and fit to global problems. The application of multi-criteria decision-making methods (MCDM) is currently a trend to rank alternatives. In the…

人工智能 · 计算机科学 2024-05-07 Rôlin Gabriel Rasoanaivo , Morteza Yazdani , Pascale Zaraté , Amirhossein Fateh

A novel approach for solving a multiple judge, multiple criteria decision making (MCDM) problem is proposed. The ranking of alternatives that are evaluated based on multiple criteria is difficult, since the presence of multiple criteria…

应用统计 · 统计学 2018-07-17 Daniel Kostner

This chapter describes selected reference-type multi-criteria decision-making (MCDM) methods that rank alternatives by comparing them with one or more reference solutions derived from an alternatives-criteria matrix (ACM). After explaining…

最优化与控制 · 数学 2025-08-27 Zhiyuan Wang , Gade Pandu Rangaiah

We present the Multiple Criteria Decision Analysis Methods Selection Software (MCDA-MSS). This decision support system helps analysts answering a recurring question in decision science: Which is the most suitable Multiple Criteria Decision…

人工智能 · 计算机科学 2021-06-15 Marco Cinelli , Miłosz Kadziński , Grzegorz Miebs , Michael Gonzalez , Roman Słowiński

This paper introduces Bayesian frameworks for tackling various aspects of multi-criteria decision-making (MCDM) problems, leveraging a probabilistic interpretation of MCDM methods and challenges. By harnessing the flexibility of Bayesian…

人工智能 · 计算机科学 2025-08-08 Majid Mohammadi

Supplier selection is a typical multi-criteria decision making (MCDM) problem and lots of uncertain information exist inevitably. To address this issue, a new method was proposed based on interval data fusion. Our method follows the…

人工智能 · 计算机科学 2017-03-07 Zichang He , Wen Jiang

Accelerating the renewable energy transition requires informed decision-making that accounts for the diverse financial, technical, environmental, and social trade-offs across different renewable energy technologies. A critical step in this…

最优化与控制 · 数学 2026-01-07 Ding Ding , Yang Li , Poh Ling Neo , Zhiyuan Wang , Chongwu Xia

This work proposes the application of independent component analysis to the problem of ranking different alternatives by considering criteria that are not necessarily statistically independent. In this case, the observed data (the criteria…

信号处理 · 电气工程与系统科学 2020-12-09 Guilherme D. Pelegrina , Leonardo T. Duarte , João M. T. Romano

Supplier selection problem has gained extensive attention in the prior studies. However, research based on Fuzzy Multi-Attribute Decision Making (F-MADM) approach in ranking resilient suppliers in logistic 4 is still in its infancy.…

人工智能 · 计算机科学 2019-07-16 Md Mahmudul Hassan , Dizuo Jiang , A. M. M. Sharif Ullah , Md. Noor-E-Alam

In this paper we explore several approaches for sampling weight vectors in the context of weighted sum scalarisation approaches for solving multi-criteria decision making (MCDM) problems. This established method converts a multi-objective…

最优化与控制 · 数学 2025-04-18 Aled Williams , Yilun Cai

We introduce a method for explaining the results of various linear and hierarchical multi-criteria decision-making (MCDM) techniques such as WSM and AHP. The two key ideas are (A) to maintain a fine-grained representation of the values…

人工智能 · 计算机科学 2022-09-13 Martin Erwig , Prashant Kumar
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