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Title: Automatic Differentiation Package

Abstract

Sacado is an automatic differentiation package for C++ codes using operator overloading and C++ templating. Sacado provide forward, reverse, and Taylor polynomial automatic differentiation classes and utilities for incorporating these classes into C++ codes. Users can compute derivatives of computations arising in engineering and scientific applications, including nonlinear equation solving, time integration, sensitivity analysis, stability analysis, optimization and uncertainity quantification.

Authors:
; ;
Publication Date:
Research Org.:
Sandia National Laboratories
Sponsoring Org.:
USDOE
OSTI Identifier:
1248624
Report Number(s):
SACADO; 002044MLTPL00
DOE Contract Number:
DE-AC04-04AL85000
Resource Type:
Software
Software Revision:
00
Software Package Number:
002044
Software Package Contents:
OPEN SOURCE SOFTWARE PACKAGE AVAILABLE FROM SANDIA NATIONAL LABORATORY AT: http://software.sandia.gov/trilinos/packages/sacado
Software CPU:
MLTPL
Open Source:
Yes
Source Code Available:
Yes
Related Software:
Fad and ADOL-C
Country of Publication:
United States

Citation Formats

Gay, David M., Phipps, Eric, and Bratlett, Roscoe. Automatic Differentiation Package. Computer software. https://www.osti.gov//servlets/purl/1248624. Vers. 00. USDOE. 1 Mar. 2007. Web.
Gay, David M., Phipps, Eric, & Bratlett, Roscoe. (2007, March 1). Automatic Differentiation Package (Version 00) [Computer software]. https://www.osti.gov//servlets/purl/1248624.
Gay, David M., Phipps, Eric, and Bratlett, Roscoe. Automatic Differentiation Package. Computer software. Version 00. March 1, 2007. https://www.osti.gov//servlets/purl/1248624.
@misc{osti_1248624,
title = {Automatic Differentiation Package, Version 00},
author = {Gay, David M. and Phipps, Eric and Bratlett, Roscoe},
abstractNote = {Sacado is an automatic differentiation package for C++ codes using operator overloading and C++ templating. Sacado provide forward, reverse, and Taylor polynomial automatic differentiation classes and utilities for incorporating these classes into C++ codes. Users can compute derivatives of computations arising in engineering and scientific applications, including nonlinear equation solving, time integration, sensitivity analysis, stability analysis, optimization and uncertainity quantification.},
url = {https://www.osti.gov//servlets/purl/1248624},
doi = {},
year = {Thu Mar 01 00:00:00 EST 2007},
month = {Thu Mar 01 00:00:00 EST 2007},
note =
}

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