Multi-dimensional steepest-descent class. More...
#include <steepestdescent.hpp>
Inheritance diagram for SteepestDescent:
Collaboration diagram for SteepestDescent:
Public Member Functions | |
| SteepestDescent (const ext::shared_ptr< LineSearch > &lineSearch=ext::shared_ptr< LineSearch >()) | |
| Public Member Functions inherited from LineSearchBasedMethod | |
| LineSearchBasedMethod (ext::shared_ptr< LineSearch > lSearch=ext::shared_ptr< LineSearch >()) | |
| ~LineSearchBasedMethod () override=default | |
| EndCriteria::Type | minimize (Problem &P, const EndCriteria &endCriteria) override |
| minimize the optimization problem P More... | |
| Public Member Functions inherited from OptimizationMethod | |
| virtual | ~OptimizationMethod ()=default |
| virtual EndCriteria::Type | minimize (Problem &P, const EndCriteria &endCriteria)=0 |
| minimize the optimization problem P More... | |
Private Member Functions | |
LineSearchBasedMethod interface | |
| Array | getUpdatedDirection (const Problem &P, Real gold2, const Array &oldGradient) override |
| computes the new search direction More... | |
Additional Inherited Members | |
| virtual Array | getUpdatedDirection (const Problem &P, Real gold2, const Array &gradient)=0 |
| computes the new search direction More... | |
| Protected Attributes inherited from LineSearchBasedMethod | |
| ext::shared_ptr< LineSearch > | lineSearch_ |
| line search More... | |
Detailed Description
Multi-dimensional steepest-descent class.
User has to provide line-search method and optimization end criteria
search direction \( = - f'(x) \)
Definition at line 37 of file steepestdescent.hpp.
Constructor & Destructor Documentation
◆ SteepestDescent()
| SteepestDescent | ( | const ext::shared_ptr< LineSearch > & | lineSearch = ext::shared_ptr<LineSearch>() | ) |
Definition at line 39 of file steepestdescent.hpp.
Member Function Documentation
◆ getUpdatedDirection()
|
overrideprivatevirtual |
computes the new search direction
Implements LineSearchBasedMethod.
Definition at line 27 of file steepestdescent.cpp.