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20 分钟内见到车的概率已知,求 5 分钟内见到车的概率

Cars on Road

专题
Probability / 概率
难度
L4

题目详情

在任意 20 分钟区间内,至少看到一辆车的概率为 609625\frac{609}{625}

假设在这 20 分钟内见到车的概率“匀速/均匀”(可理解为四个 5 分钟区间独立同分布)。

问:在任意 5 分钟区间内至少看到一辆车的概率是多少?

The probability of observing at least one car on a highway during any 20-minute interval is 609625\frac{609}{625}. Assuming the probability of seeing a car is uniform (constant rate) over that 20 minutes, what is the probability of seeing at least one car during any 5-minute interval?

解析

设 5 分钟内至少看到车的概率为 pp,则 5 分钟内没车概率为 1p1-p

20 分钟由 4 个 5 分钟块组成,没车概率为 (1p)4(1-p)^4,因此

1(1p)4=609625.1-(1-p)^4=\frac{609}{625}.

解得

(1p)4=16625=(25)41p=25p=35.(1-p)^4=\frac{16}{625}=\left(\frac{2}{5}\right)^4\Rightarrow 1-p=\frac{2}{5}\Rightarrow p=\frac{3}{5}.

Original Explanation

Let pp = probability of seeing at least one car in 5 minutes. Then the probability of seeing no cars in 5 minutes is 1p1 - p. Over four 5-minute blocks (20 minutes), the probability of no cars is (1p)4(1-p)^4. Hence 1(1p)4=609625.1 - (1-p)^4 = \frac{609}{625}. So (1p)4=1609625=16625.(1-p)^4 = 1 - \frac{609}{625} = \frac{16}{625}. Thus 1p=(16625)14=25,1 - p = \bigl(\frac{16}{625}\bigr)^{\frac{1}{4}} = \frac{2}{5}, and p=35.p = \frac{3}{5}.