Title :
Using automatic code differentiation for optimization
Author :
Fischer, V. ; Gerbaud, L. ; Wurtz, F.
Author_Institution :
Lab. d´´Electrotechnique de Grenoble, Saint Martin d´´Heres, France
fDate :
5/1/2005 12:00:00 AM
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; Computer aided instruction; Electromagnetic devices; Electromagnetic modeling; Finite element methods; Hydraulic actuators; Leg; Process design; Quadratic programming; Software packages; Stochastic processes; Code differentiation; derivatives; optimization;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2005.846487