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Title: A fuzzy system with ?-insensitive learning of premises and consequences of if-then rules

Creator:

Łęski, Jacek M. ; Czogała, Tomasz

Date:

2005

Resource Type:

artykuł

Contributor:

Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.

Group publication title:

AMCS, Volume 15 (2005)

Abstract:

First, a fuzzy system based on if-then rules and with parametric consequences is recalled. Then, it is shown that the global and local ?-insensitive learning of the above fuzzy system may be presented as a combination of both an ?-insensitive gradient method and solving a system of linear inequalities. Examples are given of using the introduced method to design fuzzy models of real-life data.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Resource Identifier:

oai:zbc.uz.zgora.pl:57513

Pages:

257-273

Source:

AMCS, volume 15, number 2 (2005) ; click here to follow the link

Language:

eng

Rights:

Biblioteka Uniwersytetu Zielonogórskiego

Subject and keywords:

fuzzy systems generalization ability extraction of fuzzy if-then rules

Object collections:

Last modified:

Nov 5, 2024

In our library since:

Aug 20, 2020

Number of object content hits:

101

All available object's versions:

https://zbc.uz.zgora.pl/repozytorium/publication/64070

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A fuzzy system with ?-insensitive learning of premises and consequences of if-then rules Nov 5, 2024

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