Minimization Module


Classes

class  imaging::CovarianceMatrixAdaptation
 Minimizes energies using covariance matrix adaptation (CMA). More...
class  imaging::DifferentiableEnergyInterface
 Abstract class interface for differentiable energies depending on vector valued input data. More...
class  imaging::DifferentiableFunctionalAdaptor< functional_t >
 Converts a DifferentiableFunctionalInterface object into a DifferentiableEnergyInterface object. More...
class  imaging::EnergyInterface
 Abstract class interface for energies depending on vector valued input data. More...
class  imaging::FunctionalAdaptor< functional_t >
 Converts a FunctionalInterface object into an EnergyInterface object. More...
class  imaging::Lbfgs
 Minimizes differentiable energies using the Limited Memory BFGS method (a Quasi-Newton method). More...
class  imaging::MinimizerInterface
 Abstract base class of iterative minimization methods. More...
class  imaging::NlCg
 Minimizes differentiable energies using nonlinear conjugated gradients. More...
class  imaging::SteepestDescent
 Minimizes differentiable energies using steepest descent. More...

Detailed Description

Provides classes to minimize energy functionals. Depending on the minimization method the energies have to implement EnergyInterface or DifferentiableInterface to be plugged into a minimization routine.

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