Deterministic and Stochastic Optimal Control

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.

Sommario

1. The Simplest Problem in Calculus of Variations; 2. The Optimal Control Problem; 3. Existence and Continuity Properties of Optimal Controls; 4. Dynamic Programming; 5. Stochastic Differential Equations and Markov Diffusion Processes; 6. Optimal Control of Markov Diffusion Processes; Appendices.

Dettagli sul prodotto

• Autori: W. H. Fleming, Wendell Fleming, Wendell H Fleming, Wendell H. Fleming, Wendell Helms Fleming, Raymond W Rishel, Raymond W. Rishel
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 01.01.1975
• EAN: 9780387901558
• ISBN: 978-0-387-90155-8
• Pagine: 222
• Peso: 488 g
• Illustrazioni: XI, 222 p.
• Serie: Applied Mathematical Sciences; Ergebnisse der Mathematik Und; Applied Mathematical Sciences; Stochastic Modelling and Applied Probability; Stochastic Modelling and Appli; Ergebnisse der Mathematik Und
• Categorie: Saggistica > Natura, tecnica > Natura: tematiche generali, opere di consultazione; Scienze naturali, medicina, informatica, tecnica > Matematica > Teoria delle probabilità, stocastica, statistica matematica