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24
The Patchy Cost and Feedback for the HJB PDE
"... Abstract. In this paper, we describe our development of a higher-order method for solving the Hamilton-Jacobi-Bellman PDE by incorporating several techniques. There are the power series method of Albrecht, Cauchy-Kovalevskaya techniques, patchy methods of Ancona and Bressan and Navasca and Krener, t ..."
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Abstract. In this paper, we describe our development of a higher-order method for solving the Hamilton-Jacobi-Bellman PDE by incorporating several techniques. There are the power series method of Albrecht, Cauchy-Kovalevskaya techniques, patchy methods of Ancona and Bressan and Navasca and Krener
Curse-of-Complexity Attenuation in the Curse-of-Dimensionality-Free Method for HJB PDEs,
- Proc. ACC
, 2008
"... Abstract-Recently, a curse-of-dimensionality-free method was developed for solution of Hamilton-Jacobi-Bellman partial differential equations (HJB PDEs) for nonlinear control problems, using semiconvex duality and max-plus analysis. The curse-of-dimensionality-free method may be applied to HJB PDEs ..."
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Cited by 15 (7 self)
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PDEs where the Hamiltonian is given as (or well-approximated by) a pointwise maximum of quadratic forms. Such HJB PDEs also arise in certain switched linear systems. The method constructs the correct solution of an HJB PDE from a maxplus linear combination of quadratics. The method completely avoids
A Curse-of-Dimensionality-Free Numerical Method for a Class of HJB PDEs
- Proc. 16th IFAC World Congress
, 2005
"... Abstract: Max-plus methods have been explored for solution of first-order, nonlin-ear Hamilton-Jacobi-Bellman partial differential equations (HJB PDEs) and corre-sponding nonlinear control problems. These methods exploit the max-plus linearity of the associated semigroups. Although these methods pro ..."
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Cited by 17 (7 self)
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of the dual-space semigroup corresponding to the HJB PDE. This dual-space semigroup is constructed from the dual-space semigroups corresponding to the constituent Hamiltonians. Copyright 2005 IFAC.
Convergence rate for a curse-ofdimensionality-free method for a class of HJB PDEs
- SIAM J. Control Optim
"... Abstract. In previous work of the first author and others, max-plus methods have been explored for solution of firstorder, nonlinear Hamilton-Jacobi-Bellman partial differential equations (HJB PDEs) and corresponding nonlinear control problems. Although max-plus basis expansion and max-plus finite- ..."
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Cited by 8 (3 self)
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-space semigroup corresponding to the HJB PDE. This dual-space semigroup is constructed from the dual-space semigroups corresponding to the constituent linear/quadratic Hamiltonians. The dual-space semigroup is particularly useful due to its form as a max-plus integral operator with kernel obtained from
A Hamilton-Jacobi-Bellman approach to optimal trade execution
, 2009
"... The optimal trade execution problem is formulated in terms of a mean-variance tradeoff, as seen at the initial time. The mean-variance problem can be embedded in a Linear-Quadratic (LQ) optimal stochastic control problem, A semi-Lagrangian scheme is used to solve the resulting non-linear Hamilton Ja ..."
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Cited by 16 (3 self)
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Jacobi Bellman (HJB) PDE. This method is essentially independent of the form for the price impact functions. Provided a strong comparision property holds, we prove that the numerical scheme converges to the viscosity solution of the HJB PDE. Numerical examples are presented in terms of the efficient
Numerical solution of the Hamilton-Jacobi-Bellman formulation for continuous time mean variance asset allocation
- IN THE JOURNAL OF ECONOMIC DYNAMICS AND CONTROL
, 2009
"... We solve the optimal asset allocation problem using a mean variance approach. The original mean variance optimization problem can be embedded into a class of auxiliary stochastic Linear-Quadratic (LQ) problems using the method in (Zhou and Li, 2000; Li and Ng, 2000). We use a finite difference metho ..."
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Cited by 14 (4 self)
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method with fully implicit timestepping to solve the resulting non-linear Hamilton-Jacobi-Bellman (HJB) PDE, and present the solutions in terms of an efficient frontier and an optimal asset allocation strategy. The numerical scheme satisfies sufficient conditions to ensure convergence to the viscosity
Optimal Trade Execution: A Mean–Quadratic-Variation Approach
, 2009
"... We propose the use of a mean–quadratic-variation criteria to determine an optimal trading strategy in the presence of price impact. We derive the Hamilton Jacobi Bellman (HJB) Partial Differential Equation (PDE) for the optimal strategy, assuming the underlying asset follows Geometric Brownian Motio ..."
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Cited by 8 (0 self)
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We propose the use of a mean–quadratic-variation criteria to determine an optimal trading strategy in the presence of price impact. We derive the Hamilton Jacobi Bellman (HJB) Partial Differential Equation (PDE) for the optimal strategy, assuming the underlying asset follows Geometric Brownian
Approximation of optimal controls for semilinear parabolic PDE by solving Hamilton-Jacobi-Bellman equations
"... This paper deals with a numerical approximation of optimal controls by solving a Hamilton-Jacobi-Bellman (HJB) equation, corresponding to control problems of parabolic PDE. The method is based on a model reduction, using POD (Proper Orthogonal Decomposition), and on the approximation of the HJB equa ..."
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Cited by 1 (0 self)
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This paper deals with a numerical approximation of optimal controls by solving a Hamilton-Jacobi-Bellman (HJB) equation, corresponding to control problems of parabolic PDE. The method is based on a model reduction, using POD (Proper Orthogonal Decomposition), and on the approximation of the HJB
Dynamic programming methods for Optimal Con- trol of PDE’s arising in Economics
"... We consider the following economic problem: modelling the vintage capital structure of an economic system. The problem is naturally for-mulated as an optimal control problem where the state equation is either a first order PDE or a delay equation. The optimal state-control couple describe the behavi ..."
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We consider the following economic problem: modelling the vintage capital structure of an economic system. The problem is naturally for-mulated as an optimal control problem where the state equation is either a first order PDE or a delay equation. The optimal state-control couple describe
Bertrand & Cournot Mean Field Games
, 2014
"... We study how continuous time Bertrand and Cournot competitions, in which firms producing similar goods compete with one another by setting prices or quantities respectively, can be analyzed as continuum dynamic mean field games. Interactions are of mean field type in the sense that the demand faced ..."
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Cited by 1 (1 self)
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is characterized by a coupled system of partial differential equations: a backward HJB PDE for the value function, and a forward Kolmogorov PDE for the density of players. Asymptotic approximation enables us to deduce certain qualitative features of the game in the limit of small competition. The equilibrium
Results 1 - 10
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