Note: interpreting iterative methods convergence with diffusion point of view

Based on the previous research results on the diffusion approach [1] to solve fixed point problem in linear algebra, we propose here a new analysis of the convergence speed of different iteration methods. In Section II, we define the iteration methods that are considered. Section III shows how to define the associated equivalent diffusion iteration. Section IV shows few examples to illustrate the application.