This is a generic genetic algorithm with a knapsack problem model

For the knapsack problem you must put some parameters.

If you want to try with other problem type, you can make a class with the next methods:

• generator of agents: this is able to create the agents.
• fitness function: this is used in the selection phase, able to select the best agents by epoch.
• crossover: this is used in the crossover phase, able to cross the agents.
• mutator: this able to mutate the agents.

Warning: I recommend to use Python version > 3.8.

If you have any question, you can contact me at Twitter: @fabianmativeal