Derivation of Augmented Arithmetic for Computing Gradient, Hessian and Jacobian through Forward Mode AD Using Dual Numbers

DOI10.5539/JMR.V1N1P35zbMATH Open1171.68849OpenAlexW2045759366MaRDI QIDQ5324649

P. Senthil Vadivu, S. Ponnusamy

Publication date: 3 August 2009

Published in: Journal of Mathematics Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.5539/jmr.v1n1p35

zbMATH Keywords

automatic differentiationoperator overloadingforward modeaugmented algebra

Mathematics Subject Classification ID

Nonnumerical algorithms (68W05)

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