sentences:  But this solution does not satisfy the constraints.The solution of the constrained optimization problem stated above is formula_6, which is the point with the smallest value of formula_5 that satisfies the two constraints.If the problem mandates that the constraints be satisfied, as in the above discussion, the constraints are sometimes referred to as "hard constraints".