Description

This repository implements several heuristic optimization algorithms and visualizes their (intermediate) solutions.

• Hill Climbing
• Simulated Annealing
• Genetic Algorithm
• Particle Swarm Algorithm
• To be updated.

Test functions

This repository provides several test functions for solving global minimum problem. Single-objective functions including:

• Rastrigin (DONE)
• Ackley (DONE)
• Bukin (DONE)
• Sphere (DONE)
• Rosenbrock (DONE)
• Cross-in-tray (DONE)

Multi-objective functions:

• To be updated.

Simulation Results

Hill Climbing:

Simulated Annealing:

Genetic Algorithm:

Particle Swarm Algorithm: