View GitHub Repository Gradient-Free-Optimizers

Schedule Inspection
Subscribe
Passed
Push — master ( d39371...69bf6f )
by Simon
03:38
created

gradient_free_optimizers.optimizers.population.base_population_optimizer   A

↳ Parent: Project

Complexity

Total Complexity 3

Size/Duplication

Total Lines 22
Duplicated Lines 0 %

Importance

Changes 0
Metric Value
eloc 13
dl 0
loc 22
rs 10
c 0
b 0
f 0
wmc 3

2 Methods

Rating   Name   Duplication   Size   Complexity  
A BasePopulationOptimizer.__init__() 0 6 1
A BasePopulationOptimizer._iterations() 0 6 2
1 
# Author: Simon Blanke
2 
# Email: [email protected]
3 
# License: MIT License
4 

            


            
                                                        
            
                                    
            
            

                
                    5
                

                                    
                                                    
                
                
                
import numpy as np

            


            
                                                        
            
                                    
            
            

                
                    6
                

                                    
                                                    
                
                
                

            


            
                                                        
            
                                    
            
            

                
                    7
                

                                    
                                                    
                
                
                

            


            
                                                        
            
                                    
            
            

                
                    8
                

                                    
                                                    
                
                
                
class BasePopulationOptimizer:

            


            
                                                        
            
                                    
            
            

                
                    9
                

                                    
                                                    
                
                
                
    def __init__(self, search_space):

            


            
                                                        
            
                                    
            
            

                
                    10
                

                                    
                                                    
                
                
                
        self.search_space = search_space

            


            
                                                        
            
                                    
            
            

                
                    11
                

                                    
                                                    
                
                
                
        self.space_dim = np.array([array.size - 1 for array in search_space])

            


            
                                                        
            
                                    
            
            

                
                    12
                

                                    
                                                    
                
                
                

            


            
                                                        
            
                                    
            
            

                
                    13
                

                                    
                                                    
                
                
                
        self.eval_times = []

            


            
                                                        
            
                                    
            
            

                
                    14
                

                                    
                                                    
                
                
                
        self.iter_times = []

            


            
                                                        
            
                                    
            
            

                
                    15
                

                                    
                                                    
                
                
                

            


            
                                                        
            
                                    
            
            

                
                    16
                

                                    
                                                    
                
                
                
    def _iterations(self, positioners):

            


            
                                                        
            
                                    
            
            

                
                    17
                

                                    
                                                    
                
                
                
        nth_iter = 0

            


            
                                                        
            
                                    
            
            

                
                    18
                

                                    
                                                    
                
                
                
        for p in positioners:

            


            
                                                        
            
                                    
            
            

                
                    19
                

                                    
                                                    
                
                
                
            nth_iter = nth_iter + len(p.pos_new_list)

            


            
                                                        
            
                                    
            
            

                
                    20
                

                                    
                                                    
                
                
                

            


            
                                                        
            
                                    
            
            

                
                    21
                

                                    
                                                    
                
                
                
        return nth_iter

            


            
                                                        
            
                                    
            
            

                
                    22