Author :
Melikyan, Argishti ; Akhmetzhanov, A. ; Hovakimyan, Naira
Abstract :
First-order PDEs arise in many applications in physics, control, image processing and other. Some boundary conditions for the PDE need to be formulated to close the problem. In time dependent problems very often the boundary conditions are specified at the initial time instant, and the problem is called the initial value problem (IVP). Respectively, such conditions may be needed at the terminal time instant, in which case one has the terminal value problem (TVP). For time invariant problems these two types of problems still exist, though the difference between them is not that explicit. For computational convenience one can transform from TVP to IVP or vice versa. In control problem a TVP for HJBI equation naturally arises, while in mechanics (physics) a IVP originally arises. Which type of the problems should be considered depends also on the fact that the sought for function (value function or action) in these problems is introduced as the function of the left or right endpoint of the cost function in integral form. As to first-order PDEs arising in image processing there is no straightforward indication what kind of problem must be considered. This paper discusses the difference between IVP and TVP solutions, the connection between Hamiltonians arising in formulation of IVP and TVP, several illustrative examples are demonstrated, one of them showing a smoothening phenomenon in the consequent solutions to IVP, TVP.
Keywords :
boundary-value problems; partial differential equations; Hamilton-Jacobi equations; boundary conditions; image processing; initial value problem; nonsmooth viscosity solutions; partial differential equations; terminal time instant; terminal value problem; time dependent problems; time invariant problems; Boundary conditions; Boundary value problems; Cost function; Equations; Image processing; Physics; Process control; Surface reconstruction; Transforms; Viscosity;