lmataa / pso

PSO

Particle Swarm Optimization (PSO)

The function for algorithm benchmark is the Himmelblau’s function which minimas are at (3,2), (-2.8,3.1), (-3.7, -3.2) and (3.5, -1.8).

Repo organization

• .ipynb: Notebook for code exploration
• pso.py: Script that performs the PSO for Himmelblau’s function
• pyproject.toml: Project information with poetry dependencies
• shell.nix: Nix shell with system dependencies

To run:

python3 pso.py