Sign in
Back
Fuzzy Integrals
Book chapter   Peer reviewed

Fuzzy Integrals

Gleb Beliakov, Humberto Bustince Sola and Tomasa Calvo Sanchez
A Practical Guide to Averaging Functions, pp.145-181
Studies in Fuzziness and Soft Computing, Springer Nature
01/01/2016
DOI: https://doi.org/10.1007/978-3-319-24753-3_4

Abstract

Automation & Control Systems Computer Science Computer Science, Artificial Intelligence Science & Technology Technology
This chapter presents two main types of fuzzy integrals, the Choquet integral and the Sugeno integral. Fuzzy measures are introduced and their main properties and special cases are discussed. Various indices which characterize fuzzy measures are presented. The topic of fitting fuzzy measures to empirical data is treated in detail. Induced fuzzy integrals are also presented.

Metrics

1 Record Views

Details