Neuro-Dynamic Programming (Optimization and Neural Computation Series, 3)

Neuro-Dynamic Programming (Optimization and Neural Computation Series, 3)
\n\n

Neuro-Dynamic Programming (Optimization and Neural Computation Series, 3) Description

\n\n

This is the very first textbook that fully explains the neuro-dynamic learning developing /, which is a recent breakthrough in the practical application of neural networks and dynamic programming to complicated difficulties of planning, choice generating and optimal intelligent control. Neuro-dynamic programming using neural network approximations to overcome the “curse of dimensionality” and the “curse of modeling”, which bottlenecks for the practical application of dynamic programming and stochastic control of complicated troubles. The methodology permits systems to determine their behavior by simulation, and increase their performance by means of an iterative reinforcement. This book is the very first systematic presentation of art and science behind this exciting and comprehensive approach. The book develops a comprehensive analysis of algorithms, neuro-dynamic programming, and guides the reader to a profitable application via case Studi Neuro-Dynamic Programming (Optimization and Neural Computation Series, three)

\n\nNeuro-Dynamic Programming (Optimization and Neural Computation Series, three) Ebook

Leave a comment