Title :
Computation of solutions to the Moskowitz Hamilton-Jacobi-Bellman equation under viability constraints
Author :
Bayen, Alexandre M. ; CLAUDEL, Christian ; SAINT-PIERRE, Patrick
Author_Institution :
California Univ., Berkeley
Abstract :
This article proposes a new capture basin algorithm for computing the numerical solution of a class of Hamilton-Jacobi-Bellman (HJB) partial differential equations (PDEs), based on a Lax-Hopf formula. The capture basin algorithm is derived and implemented to perform numerical computations of constrained solutions. The rate of convergence of this first order algorithm is assessed experimentally using an analytical benchmark problem. Finally, its performance is measured with highway data obtained for interstate 180 in California.
Keywords :
partial differential equations; road traffic; transportation; California; Lax-Hopf formula; Moskowitz Hamilton-Jacobi-Bellman equation; first order algorithm; highway data; interstate 180; partial differential equations; viability constraints; Algorithm design and analysis; Differential equations; Electric shock; Partial differential equations; Road transportation; Road vehicles; Space vehicles; Systems engineering and theory; Terminology; USA Councils;
Conference_Titel :
Decision and Control, 2007 46th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
978-1-4244-1497-0
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2007.4434060