[Insight-users] Papers about optimizers???

[Zachary Pincus]

The documentation for the  OnePlusOneEvolutionaryOptimizer (  
http://www.itk.org/Doxygen/html/ 
classitk_1_1OnePlusOneEvolutionaryOptimizer.html , or in the header  
file) has this to say:

>  For more details. refer to the following articles. "Parametric  
> estimate of intensity inhomogeneities applied to MRI" Martin Styner,  
> G. Gerig, Christian Brechbuehler, Gabor Szekely, IEEE TRANSACTIONS ON  
> MEDICAL IMAGING; 19(3), pp. 153-165, 2000,  
> (http://www.cs.unc.edu/~styner/docs/tmi00.pdf )
>
>  "Evaluation of 2D/3D bias correction with 1+1ES-optimization" Martin  
> Styner, Prof. Dr. G. Gerig (IKT, BIWI, ETH Zuerich), TR-197  
> (http://www.cs.unc.edu/~styner/docs/StynerTR97.pdf )

I found Appendix B of the 2000 paper to be a good introduction to the  
1+1ES, as implemented in ITK.

Zach Pincus

Department of Biochemistry and Program in Biomedical Informatics
Stanford University School of Medicine



On May 7, 2005, at 5:11 AM, Xavier Kite wrote:

>
> Hi,
>
> I'm searching some articles which explain the method and the mathe
> matics of the optimizers:
> - RegularStepGradientDescentOptimizer
> - OneP
> lusOneOptimizer
>
> Someone knows good sources?
>
>   Thanks.
>
> Protek-on: C
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