Wednesday, July 8, 2009

Termination

This generational process is repeated until a termination condition has been reached. Common terminating conditions are
  • A solution is found that satisfies minimum criteria
  • Fixed number of generations reached

  • Allocated budget (computation time/money) reached
  • The highest ranking solution's fitness is reaching or has reached a plateau such that successive iterations no longer produce better results Manual inspection
  • Combinations of the above
References:
Genetic algorithm - Wikipedia, the free encyclopedia, last modified 00:36, 15 February 2006, http://en.wikipedia.org/wiki/ Genetic_algorithm
Genetic Algorithms and Evolutionary Computation (April 23, 2004), Adam Marczyk, http://www.talkorigins.org/faqs/genalg/genalg.html
Book Reference: David Edward Goldberg (1989), “Genetic Algorithms in Search, Optimization and Machine Learning” Addison-Wesley.

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