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Nasa Technical Reports Server (ntrs) 19760013796%3a Applications Of Matrix Derivatives To Optimization Problems In Statistical Pattern Recognition by Nasa Technical Reports Server (ntrs)

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1NASA Technical Reports Server (NTRS) 19760013796: Applications Of Matrix Derivatives To Optimization Problems In Statistical Pattern Recognition

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A necessary condition for a real valued Frechet differentiable function of a vector variable have an extremum at a vector x sub 0 is that the Frechet derivative vanishes at x sub 0. A relationship between Frechet differentials and matrix derivatives was established that obtains a necessary condition on the matrix derivative at an extrema. These results are applied to various scalar functions of matrix variables which occur in statistical pattern recognition.

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  • Title: ➤  NASA Technical Reports Server (NTRS) 19760013796: Applications Of Matrix Derivatives To Optimization Problems In Statistical Pattern Recognition
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  • Language: English

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