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Chance and decision. Stochastic control in discrete time (Publications of the Scuola Normale Superiore)

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Chance and decision. Stochastic control in discrete time (Publications of the Scuola Normale Superiore) image
ISBN-10:

8876422420

ISBN-13:

9788876422423

Author(s): Zabczyk, Jerzy
Edition: 1996
Released: Oct 01, 1996
Publisher: Edizioni della Normale
Format: Paperback, 185 pages
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Description:

Mathematical theory of discrete time decision processes, also known as stochastic control, is based on two major ideas: backward induction and conditioning. It has a large number of applications in almost all branches of the natural sciences. The aim of these notes is to give a self-contained introduction to this theory and its applications. Our intention was to give a global and mathematically precise picture of the subject and present well motivated examples. We cover systems with complete or partial information as well as with complete or partial observation. We have tried to present in a unified way several topics such as dynamic programming equations, stopping problems, stabilization, Kalman-Bucy filter, linear regulator, adaptive control and option pricing. The notes discuss a large variety of models rather than concentrate on general existence theorems.

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