Work

An Empirical Study of Statistical Properties of the Choquet and Sugeno Integrals

Year: 2008

Type: article

Abstract: This paper investigates the statistical properties of the Choquet and Sugeno integrals, used as multiattribute models. The investigation is done on an empirical basis, and focuses on two topics: the distribution of the output of these integrals when the input is corrupted with noise, and the robustness of these models when they are identified using some set of learning data through some learning procedure.

Source: IEEE Transactions on Fuzzy Systems

DOI: 10.1109/tfuzz.2008.917295

Authors: Michel Grabisch, Eric Raufaste

Institutions: Centre d'Économie de la Sorbonne, Centre National de la Recherche Scientifique, École Pratique des Hautes Études, Université de Toulouse

Language: English

Topic: Multi-Criteria Decision Making

Subfield: Management Science and Operations Research

Field: Decision Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W2148169781

FWCI: 2.371

Cites: 33

Cited by: 30

Related to: 10