Evolutionary Algorithm - Implementation of Biological Processes

Implementation of Biological Processes

  1. Generate the initial population of individuals randomly - first Generation
  2. Evaluate the fitness of each individual in that population
  3. Repeat on this generation until termination (time limit, sufficient fitness achieved, etc.):
    1. Select the best-fit individuals for reproduction - parents
    2. Breed new individuals through crossover and mutation operations to give birth to offspring
    3. Evaluate the individual fitness of new individuals
    4. Replace least-fit population with new individuals

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