Numerical Methods for Optimal Control Problems

£99.50

Numerical Methods for Optimal Control Problems

Cybernetics and systems theory Numerical analysis Game theory Maths for engineers

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Collection: Springer INdAM Series

Language: English

Published by: Springer

Published on: 26th January 2019

Format: LCP-protected ePub

Size: 31 Mb

ISBN: 9783030019594


Introduction

This work presents recent mathematical methods in the area of optimal control with a particular emphasis on the computational aspects and applications. Optimal control theory concerns the determination of control strategies for complex dynamical systems, in order to optimize some measure of their performance.

Started in the 60's under the pressure of the space race between the US and the former USSR, the field now has a far wider scope, and embraces a variety of areas ranging from process control to traffic flow optimization, renewable resources exploitation and management of financial markets.

These emerging applications require more and more efficient numerical methods for their solution, a very difficult task due to the huge number of variables. The chapters of this volume give an up-to-date presentation of several recent methods in this area including fast dynamic programming algorithms, model predictive control and max-plus techniques.

This book is addressed to researchers, graduate students and applied scientists working in the area of control problems, differential games and their applications.

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