Can I read Adaptive Dynamic Programming with Applications in Optimal Control (Advances in Industrial Control) on EtoBox?

Adaptive Dynamic Programming with Applications in Optimal Control (Advances in Industrial Control) by Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li (auth.) is a nonfiction available to read on EtoBox.

What is Adaptive Dynamic Programming with Applications in Optimal Control (Advances in Industrial Control) about?

This book covers the most recent developments in adaptive dynamic programming (ADP). The text begins with a thorough background review of ADP making sure that readers are sufficiently familiar with the fundamentals. In the core of the book, the authors address first discrete- and then continuous-time systems. Coverage of discrete-time systems starts with a more general form of value iteration to demonstrate its convergence, optimality, and stability with complete and thorough theoretical analysis. A more realistic form of value iteration is studied where value function approximations are assumed to have finite errors. Adaptive Dynamic Programming also details another avenue of the ADP approach: policy iteration. Both basic and generalized forms of policy-iteration-based ADP are studied with complete and thorough theoretical analysis in terms of convergence, optimality, stability, and error bounds. Among continuous-time systems, the control of affine and nonaffine nonlinear systems is studied using the ADP approach which is then extended to other branches of control theory including decentralized control, robust and guaranteed cost control, and game theory. In the last part of the b

Who reads Adaptive Dynamic Programming with Applications in Optimal Control (Advances in Industrial Control)?

Author

Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li (auth.)

Publisher

Springer International Publishing : Imprint : Springer

Published

2017

Language

EN

ISBN

9783319508153

Category

nonfiction

Subjects

Science, Computer Science, Engineering