This operate defines the dlib interface on the BOBYQA software package produced by M.J.D Powell. BOBYQA is a technique for optimizing a perform in the absence of spinoff info. Powell explained it as a method that seeks the minimum price of a operate of numerous variables, by applying a rely on region strategy that varieties quadratic styles by interpolation. There is normally some freedom during the interpolation problems, and that is taken up by reducing the Frobenius norm in the improve to the 2nd derivative on the design, starting with the zero matrix.
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// no need to look for a denominator of 0 here considering the fact that duplicate will have to by now be a sound Fraction
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