SAgent.py

class SAgent():
    def __init__(self, in_str):
        self.in_str = in_str
        self.in_str_len = len(in_str)
        self.average_score_fitness = -1
        self.number_successful = 0
        self.population = random.randint(1, 21)
        self.generations = random.randint(1, 5000)
        self.threshold = 90
        
    def __str__(self):
        return 'Population: ' + str(self.population) + ' | Generations: ' + str(self.generations) + ' Fitness: ' + str(self.average_score_fitness)
        
    def init_pagents(self, pop, length):
        # ...
        return [PAgent(length) for _ in range(pop)]
        
    def fitness(self, agents):
        # ...
        return agents
    
    def selection(self, agents):
        # ...
        return agents

    def crossover(self, agents):
        # ...
        return agents
        
    def mutation(self, agents):
        # ...
        return agents
        
    def ga(self):
        agents = self.init_pagents(self.population, self.in_str_len)
        
        for generation in range(self.generations):
            print ('\tPrimary Agent Generation: ' + str(generation))
            
            agents = self.fitness(agents)
            agents = self.selection(agents)
            agents = self.crossover(agents)
            agents = self.mutation(agents)
            
            if any(agent.fitness >= self.threshold for agent in agents):
                self.number_successful += 1