Networks of Learning Automata: Techniques for Online Stochastic Optimization

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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 ...

Networks of Learning Automata: Techniques for Online Stochastic Optimization 2012, Springer

ISBN-13: 9781461347750

Softcover Reprint of the Origi edition

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Networks of Learning Automata: Techniques for Online Stochastic Optimization 2003, Kluwer Academic Publishers, Boston, MA

ISBN-13: 9781402076916

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