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by Simon
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Complexity

Total Complexity 1

Size/Duplication

Total Lines 18
Duplicated Lines 0 %

Importance

Changes 0
Metric Value
eloc 11
dl 0
loc 18
rs 10
c 0
b 0
f 0
wmc 1

1 Function

Rating   Name   Duplication   Size   Complexity  
A convex_function() 0 3 1
1 
import numpy as np
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from gradient_free_optimizers import GridSearchOptimizer
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def convex_function(pos_new):

            


            
                                                        
            
                                    
            
            

                
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    score = -(pos_new["x1"] * pos_new["x1"] + pos_new["x2"] * pos_new["x2"])

            


            
                                                        
            
                                    
            
            

                
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    return score

            


            
                                                        
            
                                    
            
            

                
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search_space = {

            


            
                                                        
            
                                    
            
            

                
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    "x1": np.arange(-100, 101, 0.1),

            


            
                                                        
            
                                    
            
            

                
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    "x2": np.arange(-100, 101, 0.1),

            


            
                                                        
            
                                    
            
            

                
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}

            


            
                                                        
            
                                    
            
            

                
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opt = GridSearchOptimizer(search_space)

            


            
                                                        
            
                                    
            
            

                
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opt.search(convex_function, n_iter=300000)

            


            
                                                        
            
                                    
            
            

                
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