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When attempting to solve a constrained optimization problem with both hard and soft constraints, it may be OK to allow intermediate assignments to violate one

When attempting to solve a constrained optimization problem with both hard and soft constraints, it may be OK to allow intermediate assignments to violate one or more of the hard constraints while searching for a solution.

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