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Generating membership function fuzzy for Fuzzy system is important to representative of the problem. Some researchers generating a membership function automatic had done and still have a problem to generate procces in max iterasi, this book will provide result of research generating membership function fuzzy otomatic used genetic algorithm by analysing one point, two point and mulitple cross over