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Volume 6, Issue 3
1 March 1977
Kybernetes Cover Image for Volume 6, Issue 3
Review Article| March 01 1977

A MODEL OF LEARNING BASED ON FUZZY INFORMATION Available to Purchase

M. SUGENO;
M. SUGENO
Department of Systems Science, Tokyo Institute of Technology, Oh‐okayama, Meguro‐ku, Tokyo, 152 (Japan)
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T. TERANO
T. TERANO
Department of Systems Science, Tokyo Institute of Technology, Oh‐okayama, Meguro‐ku, Tokyo, 152 (Japan)
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Author & Article Information
Publisher: Emerald Publishing
Online ISSN: 1758-7883
Print ISSN: 0368-492X
© MCB UP Limited
1977
Kybernetes (1977) 6 (3): 157–166.
https://doi.org/10.1108/eb005448

Using fuzzy measures and fuzzy integrals, the paper presents a mathematical model of learning which is able to learn through fuzzy information. The characteristics of the model are studied theoretically and in numerical examples, where the model is compared with an ordinary Bayesian learning model. The problem of seeking an extremum of multimodel objective function is given as an example.

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© MCB UP Limited
1977
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