On Global and Local Extrema

Find global extrema (maximuns and minimuns) is a straightforward task for a well behaved real function of a real variable. We provide two approaches for finding global extrema of real functions of many variables, explained in examples and guided exercises. In addition we provide specific examples. We fully discuss the second derivative test in all dimensions. In particular, we discuss high-dimensional saddles.