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very simple natural selction/evolution simulator. can u do that in python.

titonova answered on June 17, 2023 Popularity 1/10 Helpfulness 1/10

answer very simple natural selction/evolution simulator. can u do that in python.

very simple natural selction/evolution simulator. can u do that in python.

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import random

# Define the population size and number of generations
population_size = 10
num_generations = 10

# Define the traits for each individual (e.g., chromosome or gene)
traits = ['A', 'B', 'C', 'D', 'E']

# Create an initial population with random traits
population = [random.choice(traits) for _ in range(population_size)]

# Simulate the evolution over multiple generations
for generation in range(num_generations):
    # Calculate the fitness of each individual based on some criteria
    fitness_scores = [random.randint(1, 100) for _ in range(population_size)]
    
    # Select individuals for the next generation based on their fitness
    selected_population = random.choices(population, weights=fitness_scores, k=population_size)
    
    # Apply genetic operators (e.g., crossover and mutation) to create the next generation
    next_generation = []
    for _ in range(population_size):
        parent1, parent2 = random.choices(selected_population, k=2)
        child = parent1 if random.random() < 0.5 else parent2
        next_generation.append(child)
    
    # Update the population with the next generation
    population = next_generation

    # Print the current generation and population
    print(f"Generation {generation+1}: {population}")

# Final population after evolution
print(f"Final Population: {population}")

Popularity 1/10 Helpfulness 1/10 Language python

Source: chat.openai.com

Tags: python

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Contributed on Jun 17 2023

titonova

0 Answers Avg Quality 2/10

very simple natural selction/evolution simulator. can u do that in python.

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