Automatica, Vol.66, 205-217, 2016
On quadratic approximations for Hamilton-Jacobi-Bellman equations
We study simple quadratic approximations for general Hamilton-Jacobi-Bellman equations. The theoretical error bounds are shown to be composed of the time discretization errors and quadratic approximation ones at each time step. Several numerical experiments show that the quadratic approximations work for the equations with the boundary and Hamiltonian well approximated by the quadratic functions. (C) 2016 Elsevier Ltd. All rights reserved.
Keywords:Hamilton-Jacobi-Bellman equations;Quadratic approximations;Stochastic control;Partial differential equations;Error analysis