返回题库

倒卖画作

Resell Painting

专题
Strategy / 策略
难度
L2

题目详情

你竞拍一幅画,真实价值在 0 到 100000 之间均匀分布。

若你的出价高于真实价值,则你买到画,并可以以真实价值的 1.5 倍卖给博物馆。

问:为了最大化期望利润,你应该出价多少?若无法获利则出价 0。

You are currently bidding for a painting. You know that the value of the painting is between 00 and 100,000100,000 uniformly. If your bid is greater than the value of the painting, you win and sell it to an art museum at a price of 1.51.5 times the value. What's your bid to maximize your profit? If you can not profit, bid 00.

解析

若你出价为 xx 且赢得竞拍,则说明真实价值 VxV\le x,此时 VUnif(0,x)V\sim\mathrm{Unif}(0,x),所以 E[VVx]=x/2\mathbb{E}[V\mid V\le x]=x/2

你卖出的期望收入为 1.5x/2=0.75x1.5\cdot x/2=0.75x,小于支付的 xx,期望利润为负。

因此最优是不参与,出价 0。


Original Explanation

If your bid is lower than the value of the painting, you won’t lose anything, so no harm no foul. However, let's say that you do win the painting. This means that you bid higher than the actual value. Let xx be your bid. Given you won the bid, we know that the value is at most xx. Therefore, the conditional distribution of the value of the painting is Unif(0,x)\text{Unif}(0,x). On average, the value of the painting will be x2\frac{x}{2}. This means we will be able to sell it, on average, for 1.5x2=34x\frac{1.5 \cdot x}{2} = \frac{3}{4}x. However, this is less than xx, the amount we paid for the painting. So we shouldn’t bid on this painting, thus the answer is 00.