crossover_pagent.py

# Crossing over the Primary Agents
def crossover_pagent(agents):
	offspring = []
        for _ in range(int((self.population - len(agents)) / 2)):
            parent1 = random.choice(agents)
            parent2 = random.choice(agents)
            child1 = PAgent(self.in_str_len)
            child2 = PAgent(self.in_str_len)
            split = random.randint(0, self.in_str_len)
            child1.string = parent1.string[0:split] + parent2.string[split:self.in_str_len]
            child2.string = parent2.string[0:split] + parent1.string[split:self.in_str_len]
            
            offspring.append(child1)
            offspring.append(child2)
            
        agents.extend(offspring)
        
        return agents

crossover_sagent.py

# Crossing over the Secondary Agents
def crossover_sagent(agents):
	offspring = []
		for _ in range(int((agent_population - len(agents)) / 2)):
			parent1 = random.choice(agents)
			parent2 = random.choice(agents)
			child1 = SAgent(in_str)
			child2 = SAgent(in_str)
			child1.population = int((0.2 * parent1.population) + (0.4 * parent2.population))
			child1.population = int((0.2 * parent2.population) + (0.4 * parent1.population))
			child1.generations = int((0.2 * parent1.population) + (0.4 * parent2.population))
			child2.generations = int((0.2 * parent2.population) + (0.4 * parent1.population))

			offspring.append(child1)
			offspring.append(child2)

		agents.extend(offspring)

		return agents