ITK/Release 4/Refactor Numerical Libraries/Inventory/Non-Linear Optimization: Difference between revisions

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= The Optimizer =


* LBFGSB
The LBFGSB optimizer is commonly used for optimization problems involving a high dimensional parametric space.
** Deformable registration example
 
The LBFGSB optimizer provides the functionality of defining bounds for each one of the parameters in the optimization space.
 
= Examples =
 
The optimizer is commonly used to drive Deformable registration problems.
 
Specific examples can be found in
 
  ITK/Examples/Registration/
 
 
* DeformableRegistration4.cxx
* DeformableRegistration6.cxx
* DeformableRegistration7.cxx
* DeformableRegistration8.cxx
* DeformableRegistration12.cxx
 
They can be run by doing:
 
  ctest -R  DeformableRegistration4

Revision as of 11:08, 12 September 2011

The Optimizer

The LBFGSB optimizer is commonly used for optimization problems involving a high dimensional parametric space.

The LBFGSB optimizer provides the functionality of defining bounds for each one of the parameters in the optimization space.

Examples

The optimizer is commonly used to drive Deformable registration problems.

Specific examples can be found in

  ITK/Examples/Registration/


  • DeformableRegistration4.cxx
  • DeformableRegistration6.cxx
  • DeformableRegistration7.cxx
  • DeformableRegistration8.cxx
  • DeformableRegistration12.cxx

They can be run by doing:

  ctest -R   DeformableRegistration4