CONSTRUCTING FUZZY MEASURES IN EXPERT-SYSTEMS

Authors
KLIR GJ WANG ZY HARMANEC D
Citation
Gj. Klir et al., CONSTRUCTING FUZZY MEASURES IN EXPERT-SYSTEMS, Fuzzy sets and systems, 92(2), 1997, pp. 251-264
Citations number
41
Categorie Soggetti
Computer Sciences, Special Topics","System Science",Mathematics,"Statistic & Probability",Mathematics,"Computer Science Theory & Methods
Journal title
Fuzzy sets and systems → ACNP
ISSN journal
01650114
Volume
92
Issue
2
Year of publication
1997
Pages
251 - 264
Database
ISI
SICI code
0165-0114(1997)92:2<251:CFMIE>2.0.ZU;2-M
Abstract
This paper is an overview of results regarding various representations of fuzzy measures and methods for constructing fuzzy measures in the context of expert systems, which were obtained by the authors and thei r associates during the last three years. Included are methods for con structing fuzzy measures by various transformations, by extension, by statistical inference, and by various data-driven methods based either on the Sugeno-integral or the Choquet-integral and using neural netwo rks, genetic algorithms, or fuzzy relation equations. (C) 1997 Elsevie r Science B.V.