Asynchronous cellular learning automata

被引：46
|
作者：
Beigy, Hamid [1 ,2 ]
Meybodi, M. R. [2 ,3 ]
机构：
[1] Sharif Univ Technol, Dept Comp Engn, Tehran, Iran
[2] Sch Comp Sci, Inst Studies Theoret Phys & Math IPM, Tehran, Iran
[3] Amir Kabir Univ Technol, Dept Comp Engn, Tehran, Iran
来源：
AUTOMATICA | 2008年 / 44卷 / 05期
关键词：
cellular automata; learning automata; cellular learning automata; reinforcement learning; cellular networks;
D O I：
10.1016/j.automatica.2007.09.018
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Cellular learning automata is a combination of cellular automata and learning automata. The synchronous version of cellular learning automata in which all learning automata in different cells are activated synchronously, has found many applications. In some applications a type of cellular learning automata in which learning automata in different cells are activated asynchronously (asynchronous cellular learning automata) is needed. In this paper, we introduce asynchronous cellular learning automata and study its steady state behavior. Then an application of this new model to cellular networks has been presented. (c) 2008 Published by Elsevier Ltd.
引用
收藏
页码：1350 / 1357
页数：8
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