Students of calculus and physics will understand the term “math optimization,” and a collective “groan” can usually be heard in a calculus or applied mathematics class in which such a problem has been assigned. Why? Because these problems are long and complex indeed and can take several days to complete. Added to that are some pitfalls which will result in starting all over (e.g., confusing the two important quantities – the one that is the constraint and the one that is to be optimized).
Math optimization problems can also be assigned in computer science and economics classes, and while the concept on its surface is not complicated (finding the optimal solution given any number of functions),the algorithms required to solve these types of problems can be just horrific for students who have not taken and passed upper level calculus and mathematical analysis courses.
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