ITK  4.9.0
Insight Segmentation and Registration Toolkit
itkInitializationBiasedParticleSwarmOptimizer.h
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18 
19 #ifndef itkInitializationBiasedParticleSwarmOptimizer_h
20 #define itkInitializationBiasedParticleSwarmOptimizer_h
21 
23 #include "ITKOptimizersExport.h"
24 
25 namespace itk
26 {
72 class ITKOptimizers_EXPORT InitializationBiasedParticleSwarmOptimizer :
74 {
75 public:
81 
82  typedef double CoefficientType;
83 
85  itkNewMacro( Self )
86 
87 
90 
107  itkSetMacro( InertiaCoefficient, CoefficientType )
108  itkGetMacro( InertiaCoefficient, CoefficientType )
109  itkSetMacro( PersonalCoefficient, CoefficientType )
110  itkGetMacro( PersonalCoefficient, CoefficientType )
111  itkSetMacro( GlobalCoefficient, CoefficientType )
112  itkGetMacro( GlobalCoefficient, CoefficientType )
113  itkSetMacro( InitializationCoefficient, CoefficientType )
114  itkGetMacro( InitializationCoefficient, CoefficientType )
116 
117 protected:
118  InitializationBiasedParticleSwarmOptimizer();
119  virtual ~InitializationBiasedParticleSwarmOptimizer() {};
120  virtual void PrintSelf(std::ostream& os, Indent indent) const ITK_OVERRIDE;
121  virtual void UpdateSwarm() ITK_OVERRIDE;
122 
123 private:
124  InitializationBiasedParticleSwarmOptimizer(const Self&) ITK_DELETE_FUNCTION;
125  void operator=(const Self&) ITK_DELETE_FUNCTION;
126 
127  ParametersType::ValueType m_InertiaCoefficient;
128  ParametersType::ValueType m_PersonalCoefficient;
129  ParametersType::ValueType m_GlobalCoefficient;
130  ParametersType::ValueType m_InitializationCoefficient;
131 };
132 
133 } // end namespace itk
134 
135 #endif
Light weight base class for most itk classes.
Implementation of a biased/regularized Particle Swarm Optimization (PSO) algorithm.
Control indentation during Print() invocation.
Definition: itkIndent.h:49
Abstract implementation of a Particle Swarm Optimization (PSO) algorithm.