The traditional Newsboy problems and their extensions did not consider the effect from advertisement. However, in the process of practically selling merchandise, retailers often stimulate demand of items sold by them through advertisement. Therefore, it is very important for retailers to how to make advertisement investment policy and order policy feasibly and scientifically. In this paper, we, through incorporating the effect of advertisement investment on demand into the newsboy problem, build a random mo...