Particle Swarm Optimization and Social Interaction Between Agents

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Particle Swarm Optimization and Social
Interaction Between Agents

• By Kenneth Lee

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Overview of PSO

• Particles
• Start
• Random position
• Random velocity
• Middle
• Cognitive influences
• Social influences
• End
• Convergence on optimized solution

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Types of Researched Social Interaction

• No Influence
• Single Influence (Basic PSO)?
• Hood-fluence
• Circular Influence
• Fully Informed

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Example Run No Influence
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Example Run Single Influence
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Current Results
1000 x 1000 Field