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In this paper, we consider the forecast and decision horizons of products with limitation on short life cycle and production capacity. The upper bound on production is the same for each period and the stockouts are permitted. To obtain the forecast horizon in infinite periods, we transform the integer programming problem to dynamic programming recursive formulation, then solve the recursive formulation...