Optimizer Class Reference

Abstract base class for all optimization algorithms. More...

#include <Optimizer.h>

Inheritance diagram for Optimizer:

Public Member Functions
	Optimizer (std::shared_ptr< SolutionBuilder > solutionBuilder, std::shared_ptr< Problem > problem, int maxIterations)
	Constructs an Optimizer.
virtual	~Optimizer ()=default
	Virtual destructor for safe polymorphic deletion.
virtual std::vector< double >	optimize ()=0
	Runs the optimization algorithm.
Accessors
double	getBestFitness ()
std::vector< double > &	getBestSolution ()
std::vector< double > &	getBestFitnesses ()
std::vector< std::vector< double > > &	getSolutions ()
int	getMaxIterations ()
std::shared_ptr< Problem >	getProblem ()
std::shared_ptr< SolutionBuilder >	getSolutionBuilder ()

Protected Attributes
std::shared_ptr< Problem >	problem
	Optimization problem definition.
std::shared_ptr< SolutionBuilder >	solutionBuilder
	Solution generation utility.
int	maxIterations
	Maximum number of iterations.
std::vector< double >	bestSolution
	Best solution found.
std::vector< double >	bestFitnesses
	Best fitness value so far per iteration.
std::vector< std::vector< double > >	solutions
	All generated solutions.

Detailed Description

Abstract base class for all optimization algorithms.

The Optimizer class defines a common interface and shared state for optimization algorithms operating on benchmark problems. Derived classes must implement the optimize() method. Results for each run are stored in fields and accessed through getter methods

Constructor & Destructor Documentation

Optimizer()

Optimizer::Optimizer ( std::shared_ptr< SolutionBuilder > solutionBuilder, std::shared_ptr< Problem > problem, int maxIterations )

inline

Constructs an Optimizer.

Parameters

solutionBuilder	Shared pointer to the solution generator.
problem	Shared pointer to the optimization problem.
maxIterations	Maximum number of iterations allowed.

Member Function Documentation

getBestFitness()

double Optimizer::getBestFitness ( )

inline

Returns

The final best fitness value

getBestFitnesses()

std::vector< double > & Optimizer::getBestFitnesses ( )

inline

Returns

Best fitness value so far per iteration

getBestSolution()

std::vector< double > & Optimizer::getBestSolution ( )

inline

Returns

Reference to the best solution vector

getMaxIterations()

int Optimizer::getMaxIterations ( )

inline

Returns

Maximum number of iterations

getProblem()

std::shared_ptr< Problem > Optimizer::getProblem ( )

inline

Returns

Reference to the optimization problem

getSolutionBuilder()

std::shared_ptr< SolutionBuilder > Optimizer::getSolutionBuilder ( )

inline

Returns

Reference to the solution builder

getSolutions()

std::vector< std::vector< double > > & Optimizer::getSolutions ( )

inline

Returns

All solutions evaluated during optimization

optimize()

virtual std::vector< double > Optimizer::optimize ( )

pure virtual

Runs the optimization algorithm.

Returns

Execution time of the algorithm

Implemented in Blind, LocalSearch, and ParticleSwarm.

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The documentation for this class was generated from the following file:

• src/opti_py/cpp/include/opti_py/Optimizer/Optimizer.h