Represents the fitness of an individual in the Brush namespace. More...

#include <fitness.h>

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Public Member Functions
void	set_dominated (vector< unsigned int > &dom)

vector< unsigned int >	get_dominated () const

void	set_loss (float f)

float	get_loss () const

void	set_loss_v (float f_v)

float	get_loss_v () const

void	set_size (unsigned int new_s)

unsigned int	get_size () const

void	set_complexity (unsigned int new_c)

unsigned int	get_complexity () const

void	set_depth (unsigned int new_d)

unsigned int	get_depth () const

void	set_dcounter (unsigned int d)

unsigned int	get_dcounter () const

void	set_rank (unsigned r)

size_t	get_rank () const

void	set_crowding_dist (float cd)

float	get_crowding_dist () const

	Fitness (const vector< float > &w={})

size_t	hash () const

void	set_weights (vector< float > &w)

vector< float >	get_weights () const

vector< float >	get_values () const

vector< float >	get_wvalues () const

void	set_values (vector< float > &v)

void	clearValues ()

bool	valid () const

bool	operator== (const Fitness &other) const

bool	operator!= (const Fitness &other) const

bool	operator< (const Fitness &other) const

bool	operator> (const Fitness &other) const

bool	operator<= (const Fitness &other) const

bool	operator>= (const Fitness &other) const

std::string	toString () const

std::string	repr () const

int	dominates (const Fitness &b) const
	set obj vector given a string of objective names

Public Attributes
float	loss
	aggregate loss score

float	loss_v
	aggregate validation loss score

unsigned int	complexity

unsigned int	size

unsigned int	depth

unsigned int	dcounter
	number of individuals this dominates

vector< unsigned int >	dominated
	individual indices this dominates

unsigned int	rank
	pareto front rank

float	crowding_dist
	crowding distance on the Pareto front

vector< float >	values

vector< float >	weights

vector< float >	wvalues

Detailed Description

Represents the fitness of an individual in the Brush namespace.

The Fitness struct stores various attributes related to the fitness of an individual in the Brush namespace. It includes the aggregate loss score, aggregate validation loss score, complexity, size, depth, dominance counter, dominated individuals, Pareto front rank, crowding distance on the Pareto front, weighted values, and weights.

The struct provides getter and setter methods for accessing and modifying these attributes. It also includes methods for calculating the hash value, setting values, clearing values, checking validity, and performing comparison operations.

Additionally, there are methods for converting the Fitness object to JSON format and vice versa.

Definition at line 25 of file fitness.h.

Constructor & Destructor Documentation

◆ Fitness()

Brush::Fitness::Fitness ( const vector< float > & w = {} )

inline

Definition at line 75 of file fitness.h.

Member Function Documentation

◆ clearValues()

void Brush::Fitness::clearValues ( )

inline

Definition at line 125 of file fitness.h.

◆ dominates()

int Brush::Fitness::dominates ( const Fitness & b ) const

set obj vector given a string of objective names

Definition at line 41 of file fitness.cpp.

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◆ get_complexity()

unsigned int Brush::Fitness::get_complexity ( ) const

inline

Definition at line 60 of file fitness.h.

◆ get_crowding_dist()

float Brush::Fitness::get_crowding_dist ( ) const

inline

Definition at line 72 of file fitness.h.

◆ get_dcounter()

unsigned int Brush::Fitness::get_dcounter ( ) const

inline

Definition at line 66 of file fitness.h.

◆ get_depth()

unsigned int Brush::Fitness::get_depth ( ) const

inline

Definition at line 63 of file fitness.h.

◆ get_dominated()

vector< unsigned int > Brush::Fitness::get_dominated ( ) const

inline

Definition at line 48 of file fitness.h.

◆ get_loss()

float Brush::Fitness::get_loss ( ) const

inline

Definition at line 51 of file fitness.h.

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◆ get_loss_v()

float Brush::Fitness::get_loss_v ( ) const

inline

Definition at line 54 of file fitness.h.

◆ get_rank()

size_t Brush::Fitness::get_rank ( ) const

inline

Definition at line 69 of file fitness.h.

◆ get_size()

unsigned int Brush::Fitness::get_size ( ) const

inline

Definition at line 57 of file fitness.h.

◆ get_values()

vector< float > Brush::Fitness::get_values ( ) const

inline

Definition at line 95 of file fitness.h.

◆ get_weights()

vector< float > Brush::Fitness::get_weights ( ) const

inline

Definition at line 92 of file fitness.h.

◆ get_wvalues()

vector< float > Brush::Fitness::get_wvalues ( ) const

inline

Definition at line 98 of file fitness.h.

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◆ hash()

size_t Brush::Fitness::hash ( ) const

inline

Definition at line 84 of file fitness.h.

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◆ operator!=()

bool Brush::Fitness::operator!= ( const Fitness & other ) const

inline

Definition at line 139 of file fitness.h.

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◆ operator<()

bool Brush::Fitness::operator< ( const Fitness & other ) const

inline

Definition at line 144 of file fitness.h.

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◆ operator<=()

bool Brush::Fitness::operator<= ( const Fitness & other ) const

inline

Definition at line 156 of file fitness.h.

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◆ operator==()

bool Brush::Fitness::operator== ( const Fitness & other ) const

inline

Definition at line 134 of file fitness.h.

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◆ operator>()

bool Brush::Fitness::operator> ( const Fitness & other ) const

inline

Definition at line 151 of file fitness.h.

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◆ operator>=()

bool Brush::Fitness::operator>= ( const Fitness & other ) const

inline

Definition at line 161 of file fitness.h.

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◆ repr()

std::string Brush::Fitness::repr ( ) const

inline

Definition at line 178 of file fitness.h.

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◆ set_complexity()

void Brush::Fitness::set_complexity ( unsigned int new_c )

inline

Definition at line 59 of file fitness.h.

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◆ set_crowding_dist()

void Brush::Fitness::set_crowding_dist ( float cd )

inline

Definition at line 71 of file fitness.h.

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◆ set_dcounter()

void Brush::Fitness::set_dcounter ( unsigned int d )

inline

Definition at line 65 of file fitness.h.

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◆ set_depth()

void Brush::Fitness::set_depth ( unsigned int new_d )

inline

Definition at line 62 of file fitness.h.

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◆ set_dominated()

void Brush::Fitness::set_dominated ( vector< unsigned int > & dom )

inline

Definition at line 47 of file fitness.h.

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◆ set_loss()

void Brush::Fitness::set_loss ( float f )

inline

Definition at line 50 of file fitness.h.

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◆ set_loss_v()

void Brush::Fitness::set_loss_v ( float f_v )

inline

Definition at line 53 of file fitness.h.

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◆ set_rank()

void Brush::Fitness::set_rank ( unsigned r )

inline

Definition at line 68 of file fitness.h.

◆ set_size()

void Brush::Fitness::set_size ( unsigned int new_s )

inline

Definition at line 56 of file fitness.h.

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◆ set_values()

void Brush::Fitness::set_values ( vector< float > & v )

inline

Definition at line 103 of file fitness.h.

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◆ set_weights()

void Brush::Fitness::set_weights ( vector< float > & w )

inline

Definition at line 89 of file fitness.h.

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◆ toString()

std::string Brush::Fitness::toString ( ) const

inline

Definition at line 166 of file fitness.h.

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◆ valid()

bool Brush::Fitness::valid ( ) const

inline

Definition at line 129 of file fitness.h.

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Member Data Documentation

◆ complexity

unsigned int Brush::Fitness::complexity

Definition at line 31 of file fitness.h.

◆ crowding_dist

float Brush::Fitness::crowding_dist

crowding distance on the Pareto front

Definition at line 39 of file fitness.h.

◆ dcounter

unsigned int Brush::Fitness::dcounter

number of individuals this dominates

Definition at line 36 of file fitness.h.

◆ depth

unsigned int Brush::Fitness::depth

Definition at line 33 of file fitness.h.

◆ dominated

vector<unsigned int> Brush::Fitness::dominated

individual indices this dominates

Definition at line 37 of file fitness.h.

◆ loss

float Brush::Fitness::loss

aggregate loss score

Definition at line 28 of file fitness.h.

◆ loss_v

float Brush::Fitness::loss_v

aggregate validation loss score

Definition at line 29 of file fitness.h.

◆ rank

unsigned int Brush::Fitness::rank

pareto front rank

Definition at line 38 of file fitness.h.

◆ size

unsigned int Brush::Fitness::size

Definition at line 32 of file fitness.h.

◆ values

vector<float> Brush::Fitness::values

Definition at line 41 of file fitness.h.

◆ weights

vector<float> Brush::Fitness::weights

Definition at line 42 of file fitness.h.

◆ wvalues

vector<float> Brush::Fitness::wvalues

Definition at line 45 of file fitness.h.

The documentation for this struct was generated from the following files:

Public Member Functions

Public Attributes

Detailed Description

Constructor & Destructor Documentation

◆ Fitness()

Member Function Documentation

◆ clearValues()

◆ dominates()

◆ get_complexity()

◆ get_crowding_dist()

◆ get_dcounter()

◆ get_depth()

◆ get_dominated()

◆ get_loss()

◆ get_loss_v()

◆ get_rank()

◆ get_size()

◆ get_values()

◆ get_weights()

◆ get_wvalues()

◆ hash()

◆ operator!=()

◆ operator<()

◆ operator<=()

◆ operator==()

◆ operator>()

◆ operator>=()

◆ repr()

◆ set_complexity()

◆ set_crowding_dist()

◆ set_dcounter()

◆ set_depth()

◆ set_dominated()

◆ set_loss()

◆ set_loss_v()

◆ set_rank()

◆ set_size()

◆ set_values()

◆ set_weights()

◆ toString()

◆ valid()

Member Data Documentation

◆ complexity

◆ crowding_dist

◆ dcounter

◆ depth

◆ dominated

◆ loss

◆ loss_v

◆ rank

◆ size

◆ values

◆ weights

◆ wvalues