Abstract: Evolutionary algorithm （EA） is an effective algorithm which simulates the natural evolution （survival of the fittest）, begins with a population of random individuals, and converges to the fittest individual representing the optimum solutions. EA has power

Key words: Evolutionary algorithm, Intrusion detection, Optimization, Clustering