Cultural Algorithm - Pseudo-code For Cultural Algorithms

Pseudo-code For Cultural Algorithms

  1. Initialize population space (choose initial population)
  2. Initialize belief space (e.g. set domain specific knowledge and normative value-ranges)
  3. Repeat until termination condition is met
    1. Perform actions of the individuals in population space
    2. Evaluate each individual by using the fitness function
    3. Select the parents to reproduce a new generation of offspring
    4. Let the belief space alter the genome of the offspring by using the influence function
    5. Update the belief space by using the accept function (this is done by letting the best individuals to affect the belief space)

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    “All cultural change reduces itself to a difference of categories. All revolutions, whether in the sciences or world history, occur merely because spirit has changed its categories in order to understand and examine what belongs to it, in order to possess and grasp itself in a truer, deeper, more intimate and unified manner.”
    —Georg Wilhelm Friedrich Hegel (1770–1831)