A genetic algorithm (GA) based methodology for batch distillation optimization was discussed. GA was used to separate water-methanol and two other complex binary mixture systems in order to minimize the total vapor load for constant overhead compositions. The constant overloads method increased reflux ratio to obtain distillate at a constant purity.