Publication: Using automatic code differentiation for optimization
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Using automatic code differentiation for optimization

- Article in a journal -
 

Area
Electrical Engineering

Author(s)
V. Fischer , L. Gerbaud , F. Wurtz

Published in
Magnetics, IEEE Transactions on

Year
2005

Abstract
This paper proposes an approach based on automatic code differentiation to compute the derivatives of a sizing model during the optimization of an electromagnetic device. After a presentation of automatic code differentiation, results are shown on the example of the sizing a linear electromagnetic actuator (with a reluctance network) by using two software packages implementing the code differentiation approach.

AD Tools
ADOL-C

BibTeX
@ARTICLE{
         Fischer2005Uac,
       title = "Using automatic code differentiation for optimization",
       author = "Fischer, V. and Gerbaud, L. and Wurtz, F.",
       journal = "Magnetics, IEEE Transactions on",
       volume = "41",
       number = "5",
       year = "2005",
       pages = "1812--1815",
       abstract = "This paper proposes an approach based on automatic code differentiation to compute
         the derivatives of a sizing model during the optimization of an electromagnetic device. After a
         presentation of automatic code differentiation, results are shown on the example of the sizing a
         linear electromagnetic actuator (with a reluctance network) by using two software packages
         implementing the code differentiation approach.",
       keywords = "differentiation, electromagnetic actuators, optimisation, software packages
         automatic code differentiation, derivatives, electromagnetic device, linear electromagnetic
         actuator, optimization, reluctance network, sizing model, software packages",
       doi = "10.1109/TMAG.2005.846487",
       issn = "0018-9464",
       ad_area = "Electrical Engineering",
       ad_tools = "ADOL-C"
}


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