The Application of Fuzzy Control in Computer Control
- https://doi.org/10.2991/iccia.2012.389How to use a DOI?
- Fuzzy control, computer control, application, optimization
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.
- © 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/).
Cite this article
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 - https://doi.org/10.2991/iccia.2012.389 ID - Zhao2014/05 ER -