Optimal Solution: The optimal solution to an optimization problem is given by the values of the decision variables that attain the maximum (or minimum) value of the objective function over the feasible region. In problem P above, the point x∗ is an optimal solution to P if x∗ ∈ X and f(x∗) ≥ f(x) for all x ∈ X.