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Estimation and control of dynamical systems

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Estimation and control of dynamical systems/ by Alain Bensoussan.
作者:	Bensoussan, Alain.
出版者:	Cham :Springer International Publishing : : 2018.,
面頁冊數:	xii, 547 p. :digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Dynamics. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-75456-7
ISBN:	9783319754567

Estimation and control of dynamical systems
Bensoussan, Alain.

Estimation and control of dynamical systems[electronic resource] /by Alain Bensoussan. - Cham :Springer International Publishing :2018. - xii, 547 p. :digital ;24 cm. - Interdisciplinary applied mathematics,v.480939-6047 ;. - Interdisciplinary applied mathematics ;38..

Introduction -- State Representation of Linear Dynamical Systems -- Optimal Control of Linear Dynamical Systems -- Estimation Theory -- Further Techniques of Estimation -- Compliments on Probability Theory -- Filtering Theory in Continuous Time -- Stochastic Control of Linear Dynamic Systems with Full Information -- Stochastic Control of Linear Dynamical Systems with Partial Information -- Deterministic Optimal Control -- Stochastic Optimal Control -- Additional Results for BSDE -- Stochastic Control Problems in Finance -- Stochastic Control for Non-Markov Processes -- Principal Agent Control Problems -- Differential Games -- Stackelberg Differential Games -- Target Problems.

This book provides a comprehensive presentation of classical and advanced topics in estimation and control of dynamical systems with an emphasis on stochastic control. Many aspects which are not easily found in a single text are provided, such as connections between control theory and mathematical finance, as well as differential games. The book is self-contained and prioritizes concepts rather than full rigor, targeting scientists who want to use control theory in their research in applied mathematics, engineering, economics, and management science. Examples and exercises are included throughout, which will be useful for PhD courses and graduate courses in general. Dr. Alain Bensoussan is Lars Magnus Ericsson Chair at UT Dallas and Director of the International Center for Decision and Risk Analysis which develops risk management research as it pertains to large-investment industrial projects that involve new technologies, applications and markets. He is also Chair Professor at City University Hong Kong.

ISBN: 9783319754567

Standard No.: 10.1007/978-3-319-75456-7doiSubjects--Topical Terms:

592238
Dynamics.

LC Class. No.: QA845 / .B467 2018

Dewey Class. No.: 515.39

Estimation and control of dynamical systems
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505 0 $a Introduction -- State Representation of Linear Dynamical Systems -- Optimal Control of Linear Dynamical Systems -- Estimation Theory -- Further Techniques of Estimation -- Compliments on Probability Theory -- Filtering Theory in Continuous Time -- Stochastic Control of Linear Dynamic Systems with Full Information -- Stochastic Control of Linear Dynamical Systems with Partial Information -- Deterministic Optimal Control -- Stochastic Optimal Control -- Additional Results for BSDE -- Stochastic Control Problems in Finance -- Stochastic Control for Non-Markov Processes -- Principal Agent Control Problems -- Differential Games -- Stackelberg Differential Games -- Target Problems.
520 $a This book provides a comprehensive presentation of classical and advanced topics in estimation and control of dynamical systems with an emphasis on stochastic control. Many aspects which are not easily found in a single text are provided, such as connections between control theory and mathematical finance, as well as differential games. The book is self-contained and prioritizes concepts rather than full rigor, targeting scientists who want to use control theory in their research in applied mathematics, engineering, economics, and management science. Examples and exercises are included throughout, which will be useful for PhD courses and graduate courses in general. Dr. Alain Bensoussan is Lars Magnus Ericsson Chair at UT Dallas and Director of the International Center for Decision and Risk Analysis which develops risk management research as it pertains to large-investment industrial projects that involve new technologies, applications and markets. He is also Chair Professor at City University Hong Kong.
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