The blind image restoration based on the nonlinear inverse heat diffusion equation and total variation model has been
developed in the past decades. In this paper, a novel genetic algorithm by combining genetic algorithm with anisotropic
diffusion technique is put forward to implement the super-resolution image restoration. In the procedure of mutation, we
proposed a new genetic mutation operator based on anisotropic diffusion to guide the mutation. The solution space with
the higher resolution is formed by the introduction of the new genetic mutation operator. The validity and robustness of
our method was demonstrated by using aerial images.