Automatic differentiation and its program realization

Title:

Automatic differentiation and its program realization

Creator:

Hartman, Jan, Lukšan, Ladislav, and Zítko, Jan

Identifier:

https://cdk.lib.cas.cz/client/handle/uuid:13902513-7335-433e-b4e4-334a4b51b4ff
uuid:13902513-7335-433e-b4e4-334a4b51b4ff

Subject:

automatic differentiation, modeling languages, and systems for optimization

Type:

model:article and TEXT

Format:

bez média and svazek

Description:

Automatic differentiation is an effective method for evaluating derivatives of function, which is defined by a formula or a program. Program for evaluating of value of function is by automatic differentiation modified to program, which also evaluates values of derivatives. Computed values are exact up to computer precision and their evaluation is very quick. In this article, we describe a program realization of automatic differentiation. This implementation is prepared in the system UFO, but its principles can be applied in other systems. We describe, how the operations are stored in the first part of the derivative computation and how the obtained records are effectively used in the second part of the computation.

Language:

English

Rights:

http://creativecommons.org/publicdomain/mark/1.0/
policy:public

Coverage:

[865]-883

Source:

Kybernetika | 2009 Volume:45 | Number:5

Harvested from:

CDK

Metadata only:

false