alpaqa 0.0.1
Nonconvex constrained optimization
Modules | Classes

Detailed Description

Solvers for the inner problem, such as PANOC.

+ Collaboration diagram for Inner solvers:

Modules

 PANOC direction providers
 Algorithms that provide quasi-Newton steps for the PANOC solver, such as L-BFGS.
 

Classes

class  PANOCSolver< DirectionProviderT >
 PANOC solver for ALM. More...
 
class  SecondOrderPANOCSolver
 Second order PANOC solver for ALM. More...
 
class  StructuredPANOCLBFGSSolver
 Second order PANOC solver for ALM. More...
 
class  GAAPGASolver
 Guarded Anderson Accelerated Proximal Gradient Algorithm. More...
 
class  LBFGSSolver< LineSearchT >
 Unconstrained LBFGS solver for ALM. More...
 
class  LBFGSBSolver< LineSearchT >
 Box-constrained LBFGS solver for ALM. More...
 
class  PGASolver
 Standard Proximal Gradient Algorithm without any bells and whistles. More...