On the relation of reachability to minimum cost optimal control.
Lygeros J.,
IEEE Conference on Decision and Control, December 2002Abstract
Questions of reachability for continuous and hybrid systems can be formulated as optimal control or game theory problems, whose solution can be characterised using variants of the Hamilton-Jacobi-Bellman or Isaacs partial differential equations. This paper establishes a link between reachability and invariance problems and viscosity solutions of a Hamilton-Jacobi partial differential equation, developed to address optimal control problems where the cost function is the minimum of a function of the state over a given horizon. The form of the resulting partial differential equation (continuity of the Hamiltonian and simple boundary conditions) makes this approach especially attractive from the point of view of numerical computation.
BibTex Entry
- @InProceedings{,
- author = {Lygeros J.,},
- title = {On the relation of reachability to minimum cost optimal control. },
- address = {Las Vegas, Nevada, USA},
- booktitle = {IEEE Conference on Decision and Control},
- month = {December},
- year = {2002}
- }
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