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同弧问题

Same Arc

专题
Probability / 概率
难度
L6

题目详情

在单位圆的圆周上均匀随机选取 NN 个点。求这些点全部落在角度为 xx 弧度的一段圆弧内的概率,其中 0xπ0 \leq x \leq \pi。并回答当 x=π2x = \frac{\pi}{2}N=4N=4 时的结果。

NN points are uniformly at random selected from the circumference of the unit circle. Find the probability that all of them lie within an arc of angular measure xx radians. 0xπ0 \leq x \leq \pi. Answer this x=π2x = \frac{\pi}{2} and N=4N=4.

解析

对圆周上均匀随机选出的 NN 个点,当 0xπ0\le x\le\pi 时,它们全部落在某一段长度为 xx 的圆弧内的概率为

P=N(x2π)N1.P = N\left(\frac{x}{2\pi}\right)^{N-1}.

直观理解是:任选一个点作为“起点”,其余 N1N-1 个点都必须落在从该点开始、长度为 xx 的那段圆弧内;这样的起点一共有 NN 个可选。

代入 x=π2x=\frac{\pi}{2}N=4N=4

P=4(π/22π)3=4(14)3=4164=116.P = 4\left(\frac{\pi/2}{2\pi}\right)^3 = 4\left(\frac14\right)^3 = 4\cdot\frac1{64} = \boxed{\frac1{16}}.

Original Explanation

Step #1: General Formula

For NN points uniformly at random on the circumference, the probability that all points lie within an arc of length xx radians (0xπ0\le x \le \pi) is

Pr(all points in arc of length x)=N(x2π)N1.\Pr(\text{all points in arc of length } x) = N \left(\frac{x}{2\pi}\right)^{N-1}.

This formula comes from the fact that we can "anchor" the first point anywhere, and the remaining N1N−1 points must lie within an arc of length xx starting from that first point. For xπx≤\pi, this formula is valid.

Step #2: Plug in the numbers

For N=4N=4 and x=π2x=\frac{\pi}{2}:

Pr=4(π/22π)3=4(14)3=4164=116.\Pr = 4 \left( \frac{\pi/2}{2\pi} \right)^3 = 4 \left( \frac{1}{4} \right)^3 = 4 \cdot \frac{1}{64} = \boxed{\frac{1}{16}}.