Nature Inspired Optimisation Algorithms working with GUI

How it works

1. Run app.py.
2. Press the algorithm button to enter the algorithm page.
3. Choose the function to be optimized. By default Rastrigin is selected.
4. Minimize value of function with algorithms graph will be printed.

Note : this Program is still at it developing phase, so it may stop responding for a while

Gui tools used

• python tkinter

Requirements

• numpy
• matplotlib
• python version >=3.5

Optimisation algorithms

• these algorithms were manipulated by author, they are not original.
  • Firefly Algorithm
  • Bee Colony Optimisation Algorithm
  • Bat Opitmisation Algorithm

Function Optimised

• Rastrigin Function
• Rosenbrock Function
• Sphere Function
• Himmelblau Function
• Beale Function