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scheduling_by_ga's Introduction

Scheduling by GA

GA is one of machine learning methods, Genetic Algorithm. When you fill task's name, person-hour, dead line and importance, this program automatically make schedule.

I penalized schedule for 4 points of view.

  • pasting deadline penalty
  • excessing task penalty
  • same task with last task penalty

flow

  1. Make first generation
  2. Make next generation
    • unoform crossover as crossover method
    • minimum generation gap; elitist recombination
      • This method select 2 parents' genom and make 2 progeny. Then choose 2 genoms that the penalty is lower out of the 4.
  3. Cause mutation
    • Use substitution
  4. repeat 2~3

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