An optimal solution to a nonlinear programming problem will always occur at the boundary of the feasible solution space formed by the constraint.

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An optimal solution to a nonlinear programming problem can occur at the boundary of the feasible solution space, but it can also occur at an interior point, depending on the nature of the objective function and the constraints.

An Optimal Solution to a Nonlinear Programming Problem Will Always