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Lagrangian multipliers in solving PF problem #19

@xinliang-dai

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@xinliang-dai

Currently, it has been observed that all lagrangian multipliers converge to zeros for some cases.

The reason might be: at solution, where the first order necessary condition holds, the residual value, i.e., the value of cost function, is equal to zero.

Nevertheless, we need to investigate the Nullspace of matrix A carefully, before we make a conclusion.

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