제어로봇시스템학회:학술대회논문집
- 1994.10a
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- Pages.113-116
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- 1994
Fuzzy modeling using HPC-MEANS algorhthm and genetic algorithm
- Ryu, Kye-Won (Dept. of Electronic Engineering Yonsei Univ.) ;
- Lee, Won-Gyu (Dept. of Electronic Engineering Yonsei Univ.) ;
- Kim, Seong-Hwan (Dept. of Electronic Engineering Yonsei Univ.) ;
- Noh, Heung-Sik (Dept. of Electronic Engineering Yonsei Univ.) ;
- Park, Mignon (Dept. of Electronic Engineering Yonsei Univ.)
- Published : 1994.10.01
Abstract
In this paper. we suggest new fuzzy modeling algorithm, which can be easily implemented, by combining HPC-MEANS Algorithm and Genetic Algorithm. HPC-MEANS used to cluster the sample data in input-output space will hyper planes and to make structure identification roughly and Genetic Algorithm is used to nine the premise and consequent parameters. For the validity of suggested methods we model the system with I/O data from known system. and then compare two systems.
Keywords