An algorithm is presented for the special solution, it can be obtained within finite iterative steps for a special matrix. Its best approximation solution of a given matrix can be obtained in this solution set, and the minimum norm solution can be given when a special initial matrix is chosen. The examples show that the algorithm of the paper is effective.
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