Stochastic Control of Partially Observable Systems - Rilegato

Bensoussan, Alain

 
9780521354035: Stochastic Control of Partially Observable Systems

Sinossi

These systems play an important role in many applications.

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Descrizione del libro

The problem of stochastic control of partially observable systems plays an important role in many applications. All real problems are in fact of this type, and deterministic control as well as stochastic control with full observation can only be approximations to the real world.

Contenuti

Preface; 1. Linear filtering theory; 2. Optimal stochastic control for linear dynamic systems with quadratic payoff; 3. Optimal control of linear stochastic systems with an exponential-of-integral performance index; 4. Non linear filtering theory; 5. Perturbation methods in non linear filtering; 6. Some explicit solutions of the Zakai equation; 7. Some explicit controls for systems with partial observation; 8. Stochastic maximum principle and dynamic programming for systems with partial observation; 9. Existence results for stochastic control problems with partial information; References; Index.

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Altre edizioni note dello stesso titolo

9780521611978: Stochastic Control Partially Observ

Edizione in evidenza

ISBN 10:  0521611970 ISBN 13:  9780521611978
Casa editrice: Cambridge University Press, 2008
Brossura