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

Read more about this topic:  Evolutionary Algorithm

Famous quotes containing the words biological and/or processes:

    “It is not the literal past that rules us, save, possibly, in a biological sense. It is images of the past.... Each new historical era mirrors itself in the picture and active mythology of its past or of a past borrowed from other cultures. It tests its sense of identity, of regress or new achievement against that past.”
    —George Steiner (b. 1929)

    “The higher processes are all processes of simplification. The novelist must learn to write, and then he must unlearn it; just as the modern painter learns to draw, and then learns when utterly to disregard his accomplishment, when to subordinate it to a higher and truer effect.”
    —Willa Cather (1873–1947)