Nonconvex Hamilton Jacobi equations
This is a project by
- Adam Oberman Main Page
based on work by
- Lawrence (Craig) Evans, Mathematics, University of California at Berkeley, http://math.berkeley.edu/~evans/
Introduction
we are going to attempt to better understand the behavior of solutions of the (forward in time) initial value problem for the nonconvex Hamilton Jacobi equation
ut + H(Du) = 0
with initial data
u(x,0) = g(x)
by studying (solving) the (backward in time) final value problem for the measure
σt − div(σDH(Du) = 0
with final values
σ(x,T) = γ(x)
Plan for the numerics
- First, understand and recover the weak version of the method of characteristics, by solving the adjoint equation in the linear, constant coefficient case. This is just to make sure that we can track the characteristic, x'(t) = c, where the equation is ut = cux
- Next, same thing with non-constant characteristics ut = c(x)ux
- Next, better to do conservation laws, or straight to HJ equations? Conservation laws are in the form
vt = H'(v)vx, which is quasilinear. Doesn't matter too much, since the adjoint equation is still linear, but tracking characteristics is more clear in this case.
- Then do convex HJ, ut = c | ux | and concave, seperately, to see the different kinds of shocks.
- Finally, non-convex (non-concave) example.
Numerical Method for the Advection
Good to learn in general:
Referece: Osher Fedkiw chapter 5, HJ Equations, page 50, Lax-Freidrichs.