Deterministic and Stochastic Optimal Control (Stochastic Modelling and Applied Probability)

Fleming, Wendell Helms

ISBN 10: 0387901558 / ISBN 13: 9780387901558

Verlag: Springer, 2005

Beschreibung

Like New. Bestandsnummer des Verkäufers ERICA77303879015586

Bibliografische Details

Titel: Deterministic and Stochastic Optimal Control...

Verlag: Springer

Erscheinungsdatum: 2005

Einband: Hardcover

Zustand: Like New

Art des Buches: book

Über diesen Titel

Inhaltsangabe:

Book by Fleming Wendell H Rishel Raymond W

Reseña del editor:

This book may be regarded as consisting of two parts. In Chapters I-IV we pre­ sent what we regard as essential topics in an introduction to deterministic optimal control theory. This material has been used by the authors for one semester graduate-level courses at Brown University and the University of Kentucky. The simplest problem in calculus of variations is taken as the point of departure, in Chapter I. Chapters II, III, and IV deal with necessary conditions for an opti­ mum, existence and regularity theorems for optimal controls, and the method of dynamic programming. The beginning reader may find it useful first to learn the main results, corollaries, and examples. These tend to be found in the earlier parts of each chapter. We have deliberately postponed some difficult technical proofs to later parts of these chapters. In the second part of the book we give an introduction to stochastic optimal control for Markov diffusion processes. Our treatment follows the dynamic pro­ gramming method, and depends on the intimate relationship between second­ order partial differential equations of parabolic type and stochastic differential equations. This relationship is reviewed in Chapter V, which may be read inde­ pendently of Chapters I-IV. Chapter VI is based to a considerable extent on the authors' work in stochastic control since 1961. It also includes two other topics important for applications, namely, the solution to the stochastic linear regulator and the separation principle.