Snake optimization

Install dependencies:

git clone https://github.com/WojtAcht/snake_optimization.git
cd snake_optimization
python -m venv myvenv
myvenv\Scripts\activate.bat
pip install -r requirements.txt

Tasks:

1. Run main.py, investigate the code in main.py and brain.py.
2. Complete the implementation of PSO algorithm (useful links: [1] and [2]).
3. Increase the number of epochs, tune PSO hyperparameters: $w$, $c_1$, $c_2$.
4. Generate random parameters $r_1$ and $r_2$ for each particle or once per epoch. Compare the results.
5. Adjust PSO - remove part that uses particle's best position. Compare the results. Why do we need both parts (global and local)?