Learning Automata

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  • Learning Automata Book Detail

  • Author : Kumpati S. Narendra
  • Release Date : 2013-05-27
  • Publisher : Courier Corporation
  • Genre : Technology & Engineering
  • Pages : 498
  • ISBN 13 : 0486268462
  • File Size : 5,5 MB

Learning Automata by Kumpati S. Narendra PDF Summary

Book Description: This self-contained introductory text on the behavior of learning automata focuses on how a sequential decision-maker with a finite number of choices responds in a random environment. Topics include fixed structure automata, variable structure stochastic automata, convergence, 0 and S models, nonstationary environments, interconnected automata and games, and applications of learning automata. A must for all students of stochastic algorithms, this treatment is the work of two well-known scientists and is suitable for a one-semester graduate course in automata theory and stochastic algorithms. This volume also provides a fine guide for independent study and a reference for students and professionals in operations research, computer science, artificial intelligence, and robotics. The authors have provided a new preface for this edition.

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