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.
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"This excellently written monograph concerns one of the most difficult but important subjects of stochastic control when decisions have to be made only on part of the information on evolution of the system....valuable reading to anyone working in stochastic optimization." Yu. M. Kabanov, Mathematical Reviews
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.
"About this title" may belong to another edition of this title.
Seller: MB Books, Derbyshire, United Kingdom
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Seller: Better World Books, Mishawaka, IN, U.S.A.
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