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In this paper, we explain the convergence speed of different iterationschemes with the fluid diffusion view when solving a linear fixed pointproblem. This interpretation allows one to better understand why poweriteration or Jacobi iteration may converge faster or slower than Gauss-Seideliteration.

Note: interpreting iterative methods convergence with diffusion point of view