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Asynchronous cellular learning automata

Beigy, H ; Sharif University of Technology | 2008

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  1. Type of Document: Article
  2. DOI: 10.1016/j.automatica.2007.09.018
  3. Publisher: 2008
  4. Abstract:
  5. 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. © 2008
  6. Keywords:
  7. Cellular neural networks ; Reinforcement learning ; Cellular learning automata ; Learning automata ; Synchronous version ; Cellular automata
  8. Source: Automatica ; Volume 44, Issue 5 , 2008 , Pages 1350-1357 ; 00051098 (ISSN)
  9. URL: https://www.sciencedirect.com/science/article/abs/pii/S0005109807004566