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Titlebook: Stochastic Control Theory; Dynamic Programming Makiko Nisio Book 2015Latest edition Springer Japan 2015 dynamic programming principle.nonl

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發(fā)表于 2025-3-21 16:17:29 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Stochastic Control Theory
副標(biāo)題Dynamic Programming
編輯Makiko Nisio
視頻videohttp://file.papertrans.cn/878/877884/877884.mp4
概述Deals with a quick review of stochastic analysis and stochastic differential equations with random coefficients.Deals with viscosity solutions of nonlinear parabolic equation.Shows the connection betw
叢書名稱Probability Theory and Stochastic Modelling
圖書封面Titlebook: Stochastic Control Theory; Dynamic Programming  Makiko Nisio Book 2015Latest edition Springer Japan 2015 dynamic programming principle.nonl
描述.This book offers a systematic introduction to the optimal stochastic control theory via the dynamic programming principle, which is a powerful tool to analyze control problems..First we consider completely observable control problems with finite horizons. Using a time discretization we construct a nonlinear semigroup related to the dynamic programming principle (DPP), whose generator provides the Hamilton–Jacobi–Bellman (HJB) equation, and we characterize the value function via the nonlinear semigroup, besides the viscosity solution theory. When we control not only the dynamics of a system but also the terminal time of its evolution, control-stopping problems arise. This problem is treated in the same frameworks, via the nonlinear semigroup. Its results are applicable to the American option price problem..Zero-sum two-player time-homogeneous stochastic differential games and viscosity solutions of the Isaacs equations arising from such games are studied via a nonlinear semigroup related to DPP (the min-max principle, to be precise). Using semi-discretization arguments, we construct the nonlinear semigroups whose generators provide lower and upper Isaacs equations..Concerning parti
出版日期Book 2015Latest edition
關(guān)鍵詞dynamic programming principle; nonlinear semigroup; stochastic differential game; stochastic optimal co
版次2
doihttps://doi.org/10.1007/978-4-431-55123-2
isbn_softcover978-4-431-56408-9
isbn_ebook978-4-431-55123-2Series ISSN 2199-3130 Series E-ISSN 2199-3149
issn_series 2199-3130
copyrightSpringer Japan 2015
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發(fā)表于 2025-3-21 23:30:52 | 只看該作者
2199-3130 ns of nonlinear parabolic equation.Shows the connection betw.This book offers a systematic introduction to the optimal stochastic control theory via the dynamic programming principle, which is a powerful tool to analyze control problems..First we consider completely observable control problems with
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Stochastic Parabolic Equations,nd . are second-order elliptic and first-order differential operators and .. is a colored Wiener process (see Example?5.1)..These equations are generalization of finite-dimensional SDEs and appear in the study of random phenomena in natural sciences and the unnormalized conditional probability of fi
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Optimal Controls for Zakai Equations, equation with a Brownian adapted control process. By using the results in Chap.?., we will study control problems for Zakai equations related to partially observable diffusions. The control problem for partially observable diffusions turns out to be a completely observable control problem on a Hilb
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