The Application of Fuzzy Control in Computer Control

DOI

10.2991/iccia.2012.389How to use a DOI?

Keywords

Fuzzy control, computer control, application, optimization

Abstract

Fuzzy control theory is a computer numerical control theory based on fuzzy set theory, fuzzy language variable and fuzzy logic reasoning. It is widely used for it doesn’t require exact mathematical model of controlled object in system design, so that fuzzy control has an advantage in researching high nonlinear system like inverted pendulum. However, rule explosion problem is unavoidable when we use fuzzy control theory to solve some multivariable system control problems such as inverted pendulum. This paper presents the application of the optimal control theory to reduce the input variable dimensions and the rules of the fuzzy controller through designing a fusion function, solving rule explosion problem successfully. The paper also discusses the control effect influenced by quantification factors, promoting performance quality of the fuzzy controller by setting threshold value to make quantification factors automatic regulation.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yuchi Zhao
AU  - Jing Liu
PY  - 2014/05
DA  - 2014/05
TI  - The Application of Fuzzy Control in Computer Control
BT  - Proceedings of the 2012 2nd International Conference on Computer and Information Application (ICCIA 2012)
PB  - Atlantis Press
SP  - 1565
EP  - 1568
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccia.2012.389
DO  - 10.2991/iccia.2012.389
ID  - Zhao2014/05
ER  -