ITK  4.8.0
Insight Segmentation and Registration Toolkit
itkInitializationBiasedParticleSwarmOptimizer.h
Go to the documentation of this file.
1 /*=========================================================================
2  *
3  * Copyright Insight Software Consortium
4  *
5  * Licensed under the Apache License, Version 2.0 (the "License");
6  * you may not use this file except in compliance with the License.
7  * You may obtain a copy of the License at
8  *
9  * http://www.apache.org/licenses/LICENSE-2.0.txt
10  *
11  * Unless required by applicable law or agreed to in writing, software
12  * distributed under the License is distributed on an "AS IS" BASIS,
13  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14  * See the License for the specific language governing permissions and
15  * limitations under the License.
16  *
17  *=========================================================================*/
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  //purposely not implemented
126  //purposely not implemented
127  void operator=(const Self&);
128 
129  ParametersType::ValueType m_InertiaCoefficient;
130  ParametersType::ValueType m_PersonalCoefficient;
131  ParametersType::ValueType m_GlobalCoefficient;
132  ParametersType::ValueType m_InitializationCoefficient;
133 };
134 
135 } // end namespace itk
136 
137 #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.