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This lecture covers the construction of an iterative method for linear systems, focusing on decomposing a matrix A into P_IP_A or Pest, where P is a preconditioning matrix. The instructor explains the process for both invertible and non-invertible matrices, emphasizing the convexity of the method and the importance of the matrix P. Various examples are provided to illustrate the application of the method in practice.
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