Applied Dynamic Programming

Applied Dynamic Programming  eBooks & eLearning

Posted by leonardo78 at Jan. 13, 2017
Applied Dynamic Programming

Applied Dynamic Programming by Richard E. Bellman (Author), Stuart E Dreyfus
Publisher: Princeton University Press | 1962 | ISBN: 0691079137 | 388 pages | DJVU | 3 MB

In the period following World War II, it began to be recognized that there were a large number of interesting and significant activities which could be classified as multistage decision processes. It was soon seen that the mathematical problems that arose in their study stretched the conventional confines of analysis, and required new methods for their successful treatment.

Applied Dynamic Programming for Optimization of Dynamical Systems (repost)  eBooks & eLearning

Posted by MoneyRich at Dec. 7, 2014
Applied Dynamic Programming for Optimization of Dynamical Systems (repost)

Applied Dynamic Programming for Optimization of Dynamical Systems (Advances in Design and Control) by Rush D. Robinett III
English | July 2005 | ISBN: 0898715865 | 260 pages | PDF | 36 MB

Based on the results of over 10 years of research and development by the authors, this book presents a broad cross section of dynamic programming (DP) techniques applied to the optimization of dynamical systems. The main goal of the research effort was to develop a robust path planning/trajectory optimization tool that did not require an initial guess. The goal was partially met with a combination of DP and homotopy algorithms. DP algorithms are presented here with a theoretical development, and their successful application to variety of practical engineering problems is emphasized.
Applied Dynamic Programming for Optimization of Dynamical Systems (Advances in Design and Control)

Applied Dynamic Programming for Optimization of Dynamical Systems (Advances in Design and Control)
260 pages | Society for Industrial and Applied Mathematic (July 2005) | ISBN: 0898715865 | PDF | 11 Mb

The book is a welcome addition to the dynamical systems field. The marriage of optimization broadly and dynamic programming in particular to a family of problems in robotics and spacecraft maneuvers is beautifully executed. There is good balance between development of methodology and presentation of illustrative applications. The detailed appendices will be most appreciated by serious students who wish to understand these results and carry them further. In summary, I like this book and warmly recommend it. John L. Junkins, Distinguished Professor of Aerospace Engineering, Director, Center for Mechanics and Control, Texas A&M University
Stochastic Optimal Control in Infinite Dimension: Dynamic Programming and HJB Equations

Giorgio Fabbri, "Stochastic Optimal Control in Infinite Dimension: Dynamic Programming and HJB Equations"
English | ISBN: 3319530666 | 2017 | 910 pages | PDF | 11 MB

Robust Adaptive Dynamic Programming  eBooks & eLearning

Posted by nebulae at April 21, 2017
Robust Adaptive Dynamic Programming

Yu Jiang and Zhong–Ping Jiang, "Robust Adaptive Dynamic Programming"
English | ISBN: 1119132649 | 2017 | 216 pages | PDF | 3 MB

Approximate Dynamic Programming for Dynamic Vehicle Routing  eBooks & eLearning

Posted by nebulae at April 20, 2017
Approximate Dynamic Programming for Dynamic Vehicle Routing

Marlin Wolf Ulmer, "Approximate Dynamic Programming for Dynamic Vehicle Routing"
English | ISBN: 3319555103 | 2017 | 197 pages | PDF | 26 MB

Applied Integer Programming: Modeling and Solution (repost)  eBooks & eLearning

Posted by fdts at Nov. 17, 2015
Applied Integer Programming: Modeling and Solution (repost)

Applied Integer Programming: Modeling and Solution
by Der-San Chen, Robert G. Batson, Yu Dang
English | 2010 | ISBN: 0470373067 | 488 pages | PDF | 12.14 MB
Reinforcement Learning and Dynamic Programming Using Function Approximators (Repost)

Lucian Busoniu, Robert Babuska, Bart De Schutter, Damien Ernst, "Reinforcement Learning and Dynamic Programming Using Function Approximators"
2010 | pages: 275 | ISBN: 1439821089 | PDF | 8,3 mb
Dynamic Programming Based Operation of Reservoirs: Applicability and Limits (Repost)

K. D. W. Nandalal, Janos J. Bogardi, "Dynamic Programming Based Operation of Reservoirs: Applicability and Limits"
2007 | pages: 145 | ISBN: 0521874084 | PDF | 2,2 mb

Adaptive Dynamic Programming for Control: Algorithms and Stability (repost)  eBooks & eLearning

Posted by libr at Sept. 21, 2014
Adaptive Dynamic Programming for Control: Algorithms and Stability (repost)

Adaptive Dynamic Programming for Control: Algorithms and Stability (Communications and Control Engineering) by Huaguang Zhang, Derong Liu, Yanhong Luo and Ding Wang
English | ISBN: 1447147561 | 2013 | PDF | 431 pages | 6,1 MB

There are many methods of stable controller design for nonlinear systems. In seeking to go beyond the minimum requirement of stability, Adaptive Dynamic Programming in Discrete Time approaches the challenging topic of optimal control for nonlinear systems using the tools of adaptive dynamic programming (ADP).