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Quality of product in the chemical process must be controlled and optimized to achieve the best quality and minimize energy consumption. Quality in the process of a distillation column that performed by using optimization techniques is not easy because distillation column is non-linear. The Distillation column is a class NLP (Non-Linear Programming) which can be solved by using a stochastic method...