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Networks of Learning Automata by M.A.L. Thathachar
Networks of Learning Automata by M.A.L. Thathachar
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Networks of Learning Automata

Techniques for Online Stochastic Optimization
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Description

Networks of Learning Automata: Techniques for Online Stochastic Optimization is a comprehensive account of learning automata models with emphasis on multiautomata systems. It considers synthesis of complex learning structures from simple building blocks and uses stochastic algorithms for refining probabilities of selecting actions. Mathematical analysis of the behavior of games and feedforward networks is provided. Algorithms considered here can be used for online optimization of systems based on noisy measurements of performance index. Also, algorithms that assure convergence to the global optimum are presented. Parallel operation of automata systems for improving speed of convergence is described. The authors also include extensive discussion of how learning automata solutions can be constructed in a variety of applications.
Release date Australia
September 28th, 2012
Audience
  • Professional & Vocational
Edition
Softcover reprint of the original 1st ed. 2004
Illustrations
XV, 268 p.
Pages
268
Dimensions
155x235x15
ISBN-13
9781461347750
Product ID
21702388

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Networks of Learning Automata on Hardback by P.S. Sastry Save $25
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