A Hybrid Method for Predicting Chaotic Tent Map

This paper presents Genetic Algorithm based Cellular Automata for predicting chaotic time series. The simple and interesting Tent map,x  n+1=a(1-2|1/2-x n), is used here. The values are first coded into binary form and the first N of them are given as initial condition to Cellular  Automata (CA). Genetic Algorithm evolves CA rules, and the second N values of the map are the CA output. One of the important advantages of  this work in compare with others is its ability for parallel computing.

Foroogh Motallebzadeh  , Caro Lucas
Electrical and Computing Engineering Department, Tehran University, Tehran, Iran
School of Cognitive Sciences, Institute for studies in theoretical Physics and Mathematics (IPM), Tehran

پاسخ دهید

نشانی ایمیل شما منتشر نخواهد شد. بخش‌های موردنیاز علامت‌گذاری شده‌اند *