A necessary condition is a requirement that must be satisfied for a certain outcome to occur. In the context of optimization, it refers to the conditions that must hold true at a point in order for that point to be considered as a candidate for optimality. This concept is crucial because it helps identify feasible solutions and constraints, guiding the search for optimal points in nonlinear optimization problems.
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