ITK  6.0.0
Insight Toolkit
itkInitializationBiasedParticleSwarmOptimizer.h
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1/*=========================================================================
2 *
3 * Copyright NumFOCUS
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
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9 * https://www.apache.org/licenses/LICENSE-2.0.txt
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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.
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17 *=========================================================================*/
18
19#ifndef itkInitializationBiasedParticleSwarmOptimizer_h
20#define itkInitializationBiasedParticleSwarmOptimizer_h
21
23#include "ITKOptimizersExport.h"
24
25namespace itk
26{
74{
75public:
76 ITK_DISALLOW_COPY_AND_MOVE(InitializationBiasedParticleSwarmOptimizer);
77
83
84 using CoefficientType = double;
85
87 itkNewMacro(Self);
88
90 itkOverrideGetNameOfClassMacro(InitializationBiasedParticleSwarmOptimizer);
91
108 itkSetMacro(InertiaCoefficient, CoefficientType);
109 itkGetMacro(InertiaCoefficient, CoefficientType);
110 itkSetMacro(PersonalCoefficient, CoefficientType);
111 itkGetMacro(PersonalCoefficient, CoefficientType);
112 itkSetMacro(GlobalCoefficient, CoefficientType);
113 itkGetMacro(GlobalCoefficient, CoefficientType);
114 itkSetMacro(InitializationCoefficient, CoefficientType);
115 itkGetMacro(InitializationCoefficient, CoefficientType);
118protected:
121 void
122 PrintSelf(std::ostream & os, Indent indent) const override;
123 void
124 UpdateSwarm() override;
125
126private:
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
Control indentation during Print() invocation.
Definition: itkIndent.h:50
Implementation of a biased/regularized Particle Swarm Optimization (PSO) algorithm.
void PrintSelf(std::ostream &os, Indent indent) const override
~InitializationBiasedParticleSwarmOptimizer() override=default
Light weight base class for most itk classes.
Abstract implementation of a Particle Swarm Optimization (PSO) algorithm.
The "itk" namespace contains all Insight Segmentation and Registration Toolkit (ITK) classes....