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Tools for the automatic differentiation of computer programs

Conference ·
OSTI ID:442211
Automatic differentiation (AD) is a methodology for developing sensitivity-enhanced versions of arbitrary computer programs. In this paper, we provide some background information on AD and basic implementation issues for the design of general purpose tools that can deal with codes from the Fortran and C family, address some frequently asked questions, and provide pointers for further study.
Research Organization:
Argonne National Lab., IL (United States)
Sponsoring Organization:
USDOE Office of Energy Research, Washington, DC (United States)
DOE Contract Number:
W-31109-ENG-38
OSTI ID:
442211
Report Number(s):
ANL/MCS-P--608-0896; CONF-9507214--3; ON: DE97001991
Country of Publication:
United States
Language:
English