Title :
Lax–Hopf Based Incorporation of Internal Boundary Conditions Into Hamilton-Jacobi Equation. Part II: Computational Methods
Author :
Claudel, Christian G. ; Bayen, Alexandre M.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of California, Berkeley, CA, USA
fDate :
5/1/2010 12:00:00 AM
Abstract :
This article presents a new method for explicitly computing solutions to a Hamilton-Jacobi partial differential equation for which initial, boundary and internal conditions are prescribed as piecewise affine functions. Based on viability theory, a Lax-Hopf formula is used to construct analytical solutions for the individual contribution of each affine condition to the solution of the problem. The results are assembled into a Lax-Hopf algorithm which can be used to compute the solution to the partial differential equation at any arbitrary time at no other cost than evaluating a semi-analytical expression numerically. The method being semi-analytical, it performs at machine accuracy (compared to the discretization error inherent to finite difference schemes). The performance of the method is assessed with benchmark analytical examples. The running time of the algorithm is compared with the running time of a Godunov scheme.
Keywords :
differential equations; Godunov scheme; Hamilton-Jacobi equation; Lax-Hopf based incorporation; computational methods; differential equation; internal boundary conditions; piecewise affine functions; semianalytical expression; viability theory; Assembly; Boundary conditions; Control theory; Costs; Game theory; Global Positioning System; Lagrangian functions; Monitoring; Partial differential equations; Transportation; Hamilton–Jacobi (HJ); Lax–Hopf formula; initial conditions (ICs); partial differential equation (PDE); piecewise affine (PWA); terminal conditions (TCs);
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2010.2045439