657 Citations
Application of the Choquet integral in multicriteria decision making
- Computer Science
- 2000
The Choquet integral is introduced as a general tool for dealing with multiple criteria decision making and an example of application is given, with two different approaches, together with their comparison.
On Practical Applicability of the Generalized Averaging Operator in Fuzzy Decision Making
- Computer ScienceGranular, Soft and Fuzzy Approaches for Intelligent Systems
- 2017
This paper investigates the practical applicability of generalized averaging operator as decision functions in modeling human decision behavior and the results are compared with those obtained from compensatory operators.
Fuzzy Integral as a Flexible and Interpretable Tool of Aggregation
- Computer Science
- 1998
The Shapley value and interaction index, which are well rooted in a theory of representation of fuzzy measures, can afford a semantical analysis of the aggregation operation, and facilitate the use of fuzzy integral in practical problems.
Unstable Interaction in Multiple Criteria Decision Problems
- Economics, Computer Science
- 2014
A decision-aid method with interacting criteria where the fuzzy measures used to aggregate the criteria depend on the considered alternatives and the alternative associated with the minimum orness degree is selected.
Fuzzy Integral Multiple Criteria Decision Making Method Based on Fuzzy Preference Relation on Alternatives
- Economics
- 2016
Abstract A new method is proposed to solve the multiple criteria decision making with interacting criteria, where the preference information on alternatives in a fuzzy relation given by the decision…
Basic Concepts in Derivation of Fuzzy Multiattribute Utility Functions
- Computer Science
- 1997
Fuzzy lottery technique with fuzzy certainty equivalent based on possibility measure is presented in contrast with the classical probabilistic lottery technique.
On a Relationship Between Fuzzy Measures and AIFS
- Computer ScienceInt. J. Uncertain. Fuzziness Knowl. Based Syst.
- 2016
The literature discusses several extensions of fuzzy sets. AIFS, IVFS, HFS, type-2 fuzzy sets are some of them. Interval valued fuzzy sets is one of the extensions where the membership is not a sin…
On the integration of numerical information: from the arithmetic mean to fuzzy integrals
- Computer Science, Mathematics
- 2004
In this work we review some recent results on the integration of information from multiple sources when it is represented by means of numerical values. In particular, these methods are adequate to…
A measurement theory perspective for MCDM
- Economics10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297)
- 2001
This paper investigates the meaningfulness of conclusions drawn using the Sugeno (1974) and Choquet integrals as aggregation operators in multicriteria decision making and indicates what are the meaningful conclusions available with fuzzy integrals.
References
SHOWING 1-10 OF 31 REFERENCES
On equivalence classes of fuzzy connectives-the case of fuzzy integrals
- Mathematics, Computer ScienceIEEE Trans. Fuzzy Syst.
- 1995
An equivalence relation between connectives (or operators) in the framework of multiple criteria decision-making is introduced and some general results to find equivalence classes of operators are given through the concept of level surfaces.
On ordered weighted averaging aggregation operators in multicriteria decisionmaking
- EconomicsIEEE Trans. Syst. Man Cybern.
- 1988
A type of operator for aggregation called an ordered weighted aggregation (OWA) operator is introduced and its performance is found to be between those obtained using the AND operator and the OR operator.
On the use of fuzzy integral as a fuzzy connective
- Computer Science[Proceedings 1993] Second IEEE International Conference on Fuzzy Systems
- 1993
The author shows some results which clarify the use of the fuzzy integral as a fuzzy connective, and relations with known classes of connectives are established, and equivalence classes of fuzzy integrals are investigated.
Aggregation and scoring procedures in multicriteria decision making methods
- Economics[1992 Proceedings] IEEE International Conference on Fuzzy Systems
- 1992
In multiple-criterion decision-making methods, a general question arises when defining a social strict preference for each pair of actions or when dealing with a social score function related to each…
An interpretation of fuzzy measures and the Choquet integral as an integral with respect to a fuzzy
- Computer Science
- 1989
A Model of Human Evaluation Process Using Fuzzy Measure
- Computer ScienceInt. J. Man Mach. Stud.
- 1985