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corresponding eigenvectors are orthogonal to each other. They can act as an excellent basis for a vector spaces, called eigen basis ( hope you got the hint! In order to determine the optimal value of W, we can setup a Lagrangian function with the objective of, (15) The Lagrangian objective defined