Deterministic and Stochastic Optimal Control

  • Wendell Fleming
  • Raymond Rishel

Part of the Applications of Mathematics book series (SMAP, volume 1)

Table of contents

  1. Front Matter
    Pages i-ix
  2. Wendell Fleming, Raymond Rishel
    Pages 1-19
  3. Wendell Fleming, Raymond Rishel
    Pages 20-59
  4. Wendell Fleming, Raymond Rishel
    Pages 60-79
  5. Wendell Fleming, Raymond Rishel
    Pages 80-105
  6. Wendell Fleming, Raymond Rishel
    Pages 106-150
  7. Wendell Fleming, Raymond Rishel
    Pages 151-197
  8. Back Matter
    Pages 198-222

About this book

Introduction

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.

Keywords

Brownian motion Calculus of Variations Diffusionsprozess (Statistik) Markov process Optimal Control Optimale Regelung continuous stochastic process diffusion process linear optimization nonlinear optimization stochastic process

Authors and affiliations

  • Wendell Fleming
    • 1
  • Raymond Rishel
    • 2
  1. 1.Department of MathematicsBrown UniversityProvidenceUSA
  2. 2.Department of MathematicsUniversity of KentuckyLexingtonUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4612-6380-7
  • Copyright Information Springer New York 1975
  • Publisher Name Springer, New York, NY
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4612-6382-1
  • Online ISBN 978-1-4612-6380-7
  • Series Print ISSN 0172-4568
  • About this book