Networks of Learning Automata is popular PDF and ePub book, written by M.A.L. Thathachar in 2011-06-27, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Networks of Learning Automata can be Read Online from any device for your convenience.
Networks of Learning Automata Book PDF Summary
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.
Detail Book of Networks of Learning Automata PDF
- Author : M.A.L. Thathachar
- Release : 27 June 2011
- Publisher : Springer Science & Business Media
- ISBN : 9781441990525
- Genre : Science
- Total Page : 275 pages
- Language : English
- PDF File Size : 7,5 Mb
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