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" An introduction to optimal control of FBSDE with incomplete information / "
Guangchen Wang, Zhen Wu, Jie Xiong.
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BL
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| Record Number
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865858
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| Main Entry
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Wang, Guangchen
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| Title & Author
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An introduction to optimal control of FBSDE with incomplete information /\ Guangchen Wang, Zhen Wu, Jie Xiong.
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| Publication Statement
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Cham, Switzerland :: Springer,, [2018]
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| Series Statement
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SpringerBriefs in mathematics
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1 online resource
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| ISBN
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3319790390
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: 9783319790398
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3319790382
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9783319790381
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| Contents
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Introduction -- Filtering of BSDE and FBSDE -- Optimal control of fully coupled FBSDE with partial information -- Optimal control of FBSDE with partially observable information -- LQ optimal control models with incomplete information.
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| Abstract
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This book focuses on maximum principle and verification theorem for incomplete information forward-backward stochastic differential equations (FBSDEs) and their applications in linear-quadratic optimal controls and mathematical finance. Lots of interesting phenomena arising from the area of mathematical finance can be described by FBSDEs. Optimal control problems of FBSDEs are theoretically important and practically relevant. A standard assumption in the literature is that the stochastic noises in the model are completely observed. However, this is rarely the case in real world situations. The optimal control problems under complete information are studied extensively. Nevertheless, very little is known about these problems when the information is not complete. The aim of this book is to fill this gap. This book is written in a style suitable for graduate students and researchers in mathematics and engineering with basic knowledge of stochastic process, optimal control and mathematical finance.
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Stochastic partial differential equations.
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Calculus of variations.
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Insurance actuarial studies.
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MATHEMATICS-- Applied.
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MATHEMATICS-- Probability Statistics-- General.
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Probability statistics.
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Stochastic partial differential equations.
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| Dewey Classification
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519.353
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| LC Classification
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QA274.25
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| Added Entry
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Wu, Zhen
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Xiong, Jie
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| Parallel Title
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Introduction to optimal control of forward-backward stochastic differential equations with incomplete information
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