EvoSwarm

EvoSwarm is a Python library for evolutionary and swarm intelligence algorithms. It provides simple implementations of common algorithms.

• Simple implementation
  • only requires the most basic Python libraries (numpy, matplotlib)
  • Two-file structure: one for the algorithm, one for the problem

Algorithms implemented

• Differential Evolution
• Particle Swarm Optimization
• Genetic Algorithm

Benchmark problems implemented

• continuous optimization
  • Sphere function
  • Ackley function
  • Rastrigin function
• discrete optimization
  • Travelling salesman problem