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We study a job shop scheduling problem using a Genetic Algorithm and Data Mining. The developed Genetic Algorithm generates a learning population of optimal solutions. We used C4/5 decision tree to mind the population. Some decision rules finding for each machine an affectation order of operations were finally induced.