ITK  5.2.0
Insight 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 {
73 {
74 public:
75  ITK_DISALLOW_COPY_AND_ASSIGN(InitializationBiasedParticleSwarmOptimizer);
76 
82 
83  using CoefficientType = double;
84 
86  itkNewMacro(Self)
87 
88 
90 
91 
107  itkSetMacro(InertiaCoefficient, CoefficientType) itkGetMacro(InertiaCoefficient, CoefficientType)
108  itkSetMacro(PersonalCoefficient, CoefficientType) itkGetMacro(PersonalCoefficient, CoefficientType)
109  itkSetMacro(GlobalCoefficient, CoefficientType) itkGetMacro(GlobalCoefficient, CoefficientType)
110  itkSetMacro(InitializationCoefficient, CoefficientType)
111  itkGetMacro(InitializationCoefficient, CoefficientType)
113 
115  ~InitializationBiasedParticleSwarmOptimizer() override = default;
116  void
117  PrintSelf(std::ostream & os, Indent indent) const override;
118  void
119  UpdateSwarm() override;
120 
121 private:
126 };
127 
128 } // end namespace itk
129 
130 #endif
itk::InitializationBiasedParticleSwarmOptimizer
Implementation of a biased/regularized Particle Swarm Optimization (PSO) algorithm.
Definition: itkInitializationBiasedParticleSwarmOptimizer.h:72
itk::InitializationBiasedParticleSwarmOptimizer::CoefficientType
double CoefficientType
Definition: itkInitializationBiasedParticleSwarmOptimizer.h:83
itk::InitializationBiasedParticleSwarmOptimizer::m_PersonalCoefficient
ParametersType::ValueType m_PersonalCoefficient
Definition: itkInitializationBiasedParticleSwarmOptimizer.h:123
itk::OptimizerParameters< double >::ValueType
double ValueType
Definition: itkOptimizerParameters.h:38
itk::SmartPointer< Self >
itk::Indent
Control indentation during Print() invocation.
Definition: itkIndent.h:49
itk::InitializationBiasedParticleSwarmOptimizer::m_GlobalCoefficient
ParametersType::ValueType m_GlobalCoefficient
Definition: itkInitializationBiasedParticleSwarmOptimizer.h:124
itk::ParticleSwarmOptimizerBase
Abstract implementation of a Particle Swarm Optimization (PSO) algorithm.
Definition: itkParticleSwarmOptimizerBase.h:56
itkParticleSwarmOptimizerBase.h
itk::LightObject
Light weight base class for most itk classes.
Definition: itkLightObject.h:59
itk
The "itk" namespace contains all Insight Segmentation and Registration Toolkit (ITK) classes....
Definition: itkAnnulusOperator.h:24
itk::InitializationBiasedParticleSwarmOptimizer::m_InertiaCoefficient
ParametersType::ValueType m_InertiaCoefficient
Definition: itkInitializationBiasedParticleSwarmOptimizer.h:122
itk::InitializationBiasedParticleSwarmOptimizer::m_InitializationCoefficient
ParametersType::ValueType m_InitializationCoefficient
Definition: itkInitializationBiasedParticleSwarmOptimizer.h:125