pso

About

A model to find the minimum value of multidimensional functions.
It uses:
Partical Swap Optimization
https://en.wikipedia.org/wiki/Particle_swarm_optimization

Artificial Bee Colony algorithm
https://en.wikipedia.org/wiki/Artificial_bee_colony_algorithm

How to start

cd pso
python3 main.py

Shows the lowest value, and position at that time.
Also plots the history of the lowest value on Semi-log graph.
Firstly runs with PSO, and then ABC.

How to test

change functions

In functions.installer, change below:

class FunctionInstaller:
    ...
    def function_install(dimension):
        # return Sphere(dimension) <- remove comment out of the function you wanna use.
        ...
        return Minima2n(dimension) <- comment out functions you don't wanna use.

Then, run test.py

cd pso
python3 test.py