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Networks of Learning Automata
Thathachar, M. A .L.; Sastry, P. S.
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Description for Networks of Learning Automata
Paperback. Num Pages: 283 pages, biography. BIC Classification: KJT; UT; UYQL. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 15. Weight in Grams: 444.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2012
Publisher
Springer-Verlag New York Inc. United States
Number of pages
283
Condition
New
Number of Pages
268
Place of Publication
New York, NY, United States
ISBN
9781461347750
SKU
V9781461347750
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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