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An inventory control problem is resolved by using demand-wise closed-loop control models. The fact that the demand is dependent on the degree to which it was met makes a strong impact on computed values of inventory replenishments. Modified inventory control algorithms based on demand-wise closed-loop inventory control models are suggested. Separately analyzed are cases of regressive and multiplicative descriptions of demand distributions.