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Evaluating Derivatives
Principles and Techniques of Algorithmic Differentiation, Second Edition
Andrea Walther , Andreas Griewank
This title is a comprehensive treatment of algorithmic, or automatic, differentiation. The second edition covers recent developments in applications and theory, including an elegant NP completeness argument and an introduction to scarcity.
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