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List of all members | Static Public Attributes
pyhelios.ParameterOptimization.HybridMutation Class Reference

Mixture of PCA-Gaussian, PCA-Cauchy, and random-direction mutation. More...

Detailed Description

Mixture of PCA-Gaussian, PCA-Cauchy, and random-direction mutation.

Definition at line 118 of file ParameterOptimization.py.

Static Public Attributes

float rate = 0.15
 
int pca_update_interval = 5
 
float sigma_pca = 0.25
 
float gamma_cauchy = 0.1
 
float sigma_random = 0.3
 
float pca_gaussian_prob = 0.70
 
float pca_cauchy_prob = 0.20
 

Member Data Documentation

◆ gamma_cauchy

float pyhelios.ParameterOptimization.HybridMutation.gamma_cauchy = 0.1
static

Definition at line 122 of file ParameterOptimization.py.

◆ pca_cauchy_prob

float pyhelios.ParameterOptimization.HybridMutation.pca_cauchy_prob = 0.20
static

Definition at line 125 of file ParameterOptimization.py.

◆ pca_gaussian_prob

float pyhelios.ParameterOptimization.HybridMutation.pca_gaussian_prob = 0.70
static

Definition at line 124 of file ParameterOptimization.py.

◆ pca_update_interval

int pyhelios.ParameterOptimization.HybridMutation.pca_update_interval = 5
static

Definition at line 120 of file ParameterOptimization.py.

◆ rate

float pyhelios.ParameterOptimization.HybridMutation.rate = 0.15
static

Definition at line 119 of file ParameterOptimization.py.

◆ sigma_pca

float pyhelios.ParameterOptimization.HybridMutation.sigma_pca = 0.25
static

Definition at line 121 of file ParameterOptimization.py.

◆ sigma_random

float pyhelios.ParameterOptimization.HybridMutation.sigma_random = 0.3
static

Definition at line 123 of file ParameterOptimization.py.

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