How does the choice of regularizing functions affect the optimality of spatiotemporal solutions for the diffusion equation?

The investigation will concentrate on Optimization with PDEs by comparing the objective functional with the L2-Norm-Square other regularizing functions such as the L1-Difference to the background and the Totalvariation of the wanted diffusivity.