Bound constraints and by adding to the cost

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Exact Penalty Functions) Consider a problem where each function fij is convex over the entire real line, and there is a compact arc flow range  Suppose that we modify the problem by eliminating the bound constraints and by adding to the cost function the following penalty for their violation:

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