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MCDM methods: Practical difficulties and future directions for improvement
This paper critically reviews practical difficulties inherent in some of the existing multi-criteria
decision-making methods. The paper also emphasizes why a benchmark decision situation …
decision-making methods. The paper also emphasizes why a benchmark decision situation …
Decision making methods based on fuzzy aggregation operators: Three decades review from 1986 to 2017
In many real-life decision making (DM) situations, the available information is vague or
imprecise. To adequately solve decision problems with vague or imprecise information …
imprecise. To adequately solve decision problems with vague or imprecise information …
[كتاب][B] Set functions, games and capacities in decision making
M Grabisch - 2016 - Springer
Set functions are map**s that assign to subsets of a universal set a real number and
appear in many fields of mathematics (pure and applied) and computer sciences …
appear in many fields of mathematics (pure and applied) and computer sciences …
Multicriteria Pythagorean fuzzy decision analysis: A hierarchical QUALIFLEX approach with the closeness index-based ranking methods
X Zhang - Information Sciences, 2016 - Elsevier
Pythagorean fuzzy set initially developed by Yager (2014) is a new tool to model imprecise
and ambiguous information in multicriteria decision making problems. In this paper, we …
and ambiguous information in multicriteria decision making problems. In this paper, we …
An analysis of DEMATEL approaches for criteria interaction handling within ANP
Abstract Majority of the Multiple-Attribute Decision Making (MADM) methods assume that the
criteria are independent of each other, which is not a realistic assumption in many real world …
criteria are independent of each other, which is not a realistic assumption in many real world …
The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions
In 2013, Barrenechea et al. used the Choquet integral as an aggregation function in the
fuzzy reasoning method (FRM) of fuzzy rule-based classification systems. After that, starting …
fuzzy reasoning method (FRM) of fuzzy rule-based classification systems. After that, starting …
Preaggregation functions: Construction and an application
In this paper, we introduce the notion of preaggregation function. Such a function satisfies
the same boundary conditions as an aggregation function, but, instead of requiring …
the same boundary conditions as an aggregation function, but, instead of requiring …
Development of an interval type-2 fuzzy sets based hierarchical MADM model by combining DEMATEL and TOPSIS
In this study, a new interval type-2 fuzzy multiple-attribute decision making model is
developed by integrating Technique for Order Preference by Similarity to Ideal Solution …
developed by integrating Technique for Order Preference by Similarity to Ideal Solution …
A k-additive Choquet integral-based approach to approximate the SHAP values for local interpretability in machine learning
Besides accuracy, recent studies on machine learning models have been addressing the
question on how the obtained results can be interpreted. Indeed, while complex machine …
question on how the obtained results can be interpreted. Indeed, while complex machine …
Development of a novel multiple-attribute decision making model via fuzzy cognitive maps and hierarchical fuzzy TOPSIS
In this paper, a new fuzzy Multiple-Attribute Decision Making (MADM) model is developed by
integrating the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) and …
integrating the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) and …