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Automatic Differentiation: Techniques and Applications

L.B. Rall, "Automatic Differentiation: Techniques and Applications"
1981 | pages: 171 | ISBN: 3540108610 | PDF | 6,3 mb

The automatic differentiation of functions defined by formulas proceeds by fixed rules, and is conceptually no more difficult than the translation of formulas into code for evaluation. In spite of this, the automatic calculation of derivatives and coefficients of power series has seemed somewhat exotic to numerical analysts, and perhaps too mundane to computer scientists interested in the creation of ever better languages and systems for computation. The purpose of these notes is to fill this intellectual gap, and show that a powerful computational tool can be fashioned without excessive effort.
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Tags: Automatic, Differentiation, Techniques, Applications

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