FAST MARCHING METHODS FOR STATIONARY HAMILTON-JACOBI EQUATIONS WITH AXIS-ALIGNED ANISOTROPY

被引:29
作者
Alton, Ken [1 ]
Mitchell, Ian M. [1 ]
机构
[1] Univ British Columbia, Dept Comp Sci, Vancouver, BC V6T 1Z4, Canada
关键词
fast marching method; anisotropic optimal control; Hamilton-Jacobi equation; viscosity solution;
D O I
10.1137/070680357
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The fast marching method (FMM) has proved to be a very efficient algorithm for solving the isotropic Eikonal equation. Because it is a minor modi. cation of Dijkstra's algorithm for finding the shortest path through a discrete graph, FMM is also easy to implement. In this paper we describe a new class of Hamilton-Jacobi (HJ) PDEs with axis-aligned anisotropy which satisfy a causality condition for standard finite-difference schemes on orthogonal grids and can hence be solved using the FMM; the only modi. cation required to the algorithm is in the local update equation for a node. This class of HJ PDEs has applications in anelliptic wave propagation and robotic path planning, and brief examples are included. Since our class of HJ PDEs and grids permit asymmetries, we also examine some methods of improving the efficiency of the local update that do not require symmetric grids and PDEs. Finally, we include explicit update formulas for variations of the Eikonal equation that use the Manhattan, Euclidean, and infinity norms on orthogonal grids of arbitrary dimension and with variable node spacing.
引用
收藏
页码:363 / 385
页数:23
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