Formula translation.- Formula differentiation.- Generation of Taylor coefficients.- Examples of software for automatic differentiation and generation of Taylor coefficients.- Automatic computation of gradients, Jacobians, Hessians, and applications to optimization.- Automatic error analysis.- Solution of nonlinear systems of equations.- Numerical integration with regorous error estimation.- Additional notes of techniques, applications, and software.
Series: Lecture Notes in Computer Science
Number Of Pages: 166
Published: 1st August 1981
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6
Weight (kg): 0.26