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Pull Request — master (#43)
by Wojtek
06:31
created

WholeGroupPso.optimize()   A

↳ Parent: WholeGroupPso

Complexity

Conditions 2

Size

Total Lines 13

Duplication

Lines 0
Ratio 0 %

Importance

Changes 1
Bugs 0 Features 0
Metric Value
cc 2
c 1
b 0
f 0
dl 0
loc 13
rs 9.4285
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"""Contains WholeGroupPso class."""
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from grortir.main.pso.optimization_controller import OptimizationController
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from grortir.main.pso.swarm import Swarm
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class WholeGroupPso(object):

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    """Optimize whole group."""

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    def __init__(self, process, number_of_particles):

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        self.process = process

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        self.number_of_particles = number_of_particles

            


            
                                                                                                            
                                                                
            
                                    
            
            

                
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    def optimize(self, ordered_stages_to_optimize):

            


            
                                                        
            
                                    
            
            

                
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        """Optimize whole group of stages.

            


            
                                                        
            
                                    
            
            

                
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            Parameters:

            


            
                                                        
            
                                    
            
            

                
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                ordered_stages_to_optimize (list): List of stages which need

            


            
                                                        
            
                                    
            
            

                
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                 to be optimized

            


            
                                                        
            
                                    
            
            

                
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        """

            


            
                                                        
            
                                    
            
            

                
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        swarm = Swarm(self.process, ordered_stages_to_optimize,

            


            
                                                        
            
                                    
            
            

                
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                      self.number_of_particles)

            


            
                                                        
            
                                    
            
            

                
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        swarm.initialize()

            


            
                                                        
            
                                    
            
            

                
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        while OptimizationController.should_continue(

            


            
                                                        
            
                                    
            
            

                
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                ordered_stages_to_optimize):

            


            
                                                        
            
                                    
            
            

                
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            swarm.do_single_iteration()

            


            
                                                        
            
                                    
            
            

                
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