From particle swarm optimization to consensus based optimization: Stochastic modeling and mean-field limit

Keyphrases

• Particle Swarm Optimization 100%
• Local Optimum 100%
• Stochastic Modeling 100%
• Mean-field Limit 100%
• Consensus Optimization 100%
• Small Inertia Limit 100%
• Optimization Methods 50%
• Differential Equations 50%
• Numerical Examples 50%
• Regularization Method 50%
• Process Optimization 50%
• Fokker-Planck Equation 50%
• Best Location 50%
• Mean Field 50%
• Large Particle 50%
• Memory Effect 50%
• Field Process 50%
• Global Optimization Problem 50%
• Hydrodynamic Equations 50%
• Stochastic Differential Equations 50%
• Global Optimization Method 50%
• Fokker-Planck 50%
• Mean-field Description 50%
• Mean-field Approximation 50%
• Global Best 50%
• Popular 50%

Engineering

• Optimization Method 100%
• Particle Swarm Optimization 100%
• Optimisation Problem 50%
• Illustrates 50%
• Numerical Example 50%
• Hydrodynamic Equation 50%
• Memory Effect 50%
• Fokker 50%
• Stochastic Differential 50%
• Regularization 50%

Mathematics

• Stochastics 100%
• Particle Swarm Optimization 100%
• Differential Equation 50%
• Regularization 50%
• Field Approximation 50%
• Type Equation 50%
• Stochastic Differential Equation 50%
• Numerical Example 50%
• Memory Effect 50%