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: