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Applied Numerical Mathematics
Article . 2016 . Peer-reviewed
License: Elsevier TDM
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Article . 2016
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https://dx.doi.org/10.48550/ar...
Article . 2015
License: arXiv Non-Exclusive Distribution
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Piecewise constant policy approximations to Hamilton–Jacobi–Bellman equations

Piecewise constant policy approximations to Hamilton-Jacobi-Bellman equations
Authors: Reisinger, C; Forsyth, P;

Piecewise constant policy approximations to Hamilton–Jacobi–Bellman equations

Abstract

An advantageous feature of piecewise constant policy timestepping for Hamilton-Jacobi-Bellman (HJB) equations is that different linear approximation schemes, and indeed different meshes, can be used for the resulting linear equations for different control parameters. Standard convergence analysis suggests that monotone (i.e., linear) interpolation must be used to transfer data between meshes. Using the equivalence to a switching system and an adaptation of the usual arguments based on consistency, stability and monotonicity, we show that if limited, potentially higher order interpolation is used for the mesh transfer, convergence is guaranteed. We provide numerical tests for the mean-variance optimal investment problem and the uncertain volatility option pricing model, and compare the results to published test cases.

Country
United Kingdom
Keywords

viscosity solutions, Discrete approximations in optimal control, mean variance, Dynamic programming in optimal control and differential games, Numerical Analysis (math.NA), fully nonlinear PDEs, piecewise constant policy time stepping, monotone approximation schemes, Finite difference methods for initial value and initial-boundary value problems involving PDEs, FOS: Mathematics, uncertain volatility model, Mathematics - Numerical Analysis

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
19
Top 10%
Top 10%
Top 10%
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bronze
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