ITK  5.0.0
Insight Segmentation and Registration Toolkit
itkParticleSwarmOptimizer.h
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18 #ifndef itkParticleSwarmOptimizer_h
19 #define itkParticleSwarmOptimizer_h
20 
22 #include "ITKOptimizersExport.h"
23 
24 namespace itk
25 {
60 class ITKOptimizers_EXPORT ParticleSwarmOptimizer :
62 {
63 public:
64  ITK_DISALLOW_COPY_AND_ASSIGN(ParticleSwarmOptimizer);
65 
71 
73  itkNewMacro( Self )
74 
75 
77 
90  itkSetMacro( InertiaCoefficient, double )
91  itkGetMacro( InertiaCoefficient, double )
92  itkSetMacro( PersonalCoefficient, double )
93  itkGetMacro( PersonalCoefficient, double )
94  itkSetMacro( GlobalCoefficient, double )
95  itkGetMacro( GlobalCoefficient, double )
96 
97 protected:
98  ParticleSwarmOptimizer();
99  ~ParticleSwarmOptimizer() override;
100  void PrintSelf(std::ostream& os, Indent indent) const override;
101  void UpdateSwarm() override;
102 
103 private:
104  ParametersType::ValueType m_InertiaCoefficient;
105  ParametersType::ValueType m_PersonalCoefficient;
106  ParametersType::ValueType m_GlobalCoefficient;
107 };
108 
109 } // end namespace itk
110 
111 #endif
Light weight base class for most itk classes.
Implementation of a Particle Swarm Optimization (PSO) algorithm.
Control indentation during Print() invocation.
Definition: itkIndent.h:49
Abstract implementation of a Particle Swarm Optimization (PSO) algorithm.