In this chapter we consider the optimization problem

The function ** f** :

The optimization problem above can be viewed as a decision problem that involves finding the “best” vector ** x** of the decision variables over all possible vectors in Ω. By the “best” vector we mean the one that results in the-smallest value of the objective function. This vector is called the

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