This perform defines the dlib interface towards the BOBYQA application produced by M.J.D Powell. BOBYQA is a technique for optimizing a function from the absence of by-product data. Powell explained it as a technique that seeks the minimum value of a functionality of numerous variables, by applying a have confidence in location method that types quadratic designs by interpolation. There is often some liberty from the interpolation situations, which is taken up by reducing the Frobenius norm of the adjust to the second by-product of the model, commencing With all the zero matrix.
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This can be a list of capabilities useful for converting a parse tree output by find_max_parse_cky into a bracketed string suited to exhibiting the parse tree.
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