Stochastic control of partially observable systems:

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. This justifies the i...

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Bibliographische Detailangaben
Beteilige Person: Bensoussan, Alain (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Cambridge Cambridge University Press 1992
Schlagwörter:
Links:https://doi.org/10.1017/CBO9780511526503
https://doi.org/10.1017/CBO9780511526503
https://doi.org/10.1017/CBO9780511526503
Zusammenfassung: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. This justifies the importance of having a theory as complete as possible, which can be used for numerical implementation. This book first presents those problems under the linear theory that may be dealt with algebraically. Later chapters discuss the nonlinear filtering theory, in which the statistics are infinite dimensional and thus, approximations and perturbation methods are developed
Beschreibung:Title from publisher's bibliographic system (viewed on 05 Oct 2015)
Umfang:1 online resource (vii, 352 pages)
ISBN:9780511526503
DOI:10.1017/CBO9780511526503