The following assumptions are similar with Lu and Posner [31] and Cha et al. [13]. (1) All parameters including demand rates and costs (except warehouse???s major ordering cost) are known and constant; (2) replenishment is instantaneous; (3) replenishment lead time is constant.As reported in Wang et al. [23], an interesting real problem is when human originated data like ordering cost are not prec