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Combinations: Choosing Without Order | 组合:与顺序无关的选择

2026-08-21 13:43 · 本文部分内容由AI辅助创作

📚 Combinations: Choosing Without Order | 组合:与顺序无关的选择

Combinations appear throughout A-level Mathematics, especially in probability and statistics. A combination is a selection of objects from a larger set in which the order of the selected objects does not matter. This article builds the core ideas, formula, examples, common errors, and exam strategies step by step.

组合贯穿 A-level 数学,尤其是在概率与统计中。组合是从一个较大的集合中选取若干对象,且所选对象的顺序并不重要。本文逐步构建核心概念、公式、例题、常见错误与考试策略。


1. What Is a Combination? | 什么是组合?

A combination is a way of choosing r objects from n distinct objects without considering the order of selection. For example, selecting a 3-person committee from 8 people is a combination because the committee membership is the same regardless of the order in which the names are read out.

组合是指从 n 个不同对象中选取 r 个对象,而不考虑选取顺序。例如,从 8 人中选出 3 人委员会就是一个组合问题,因为无论名单以何种顺序读出,委员会成员都是相同的。

In set language, a combination is a subset of size r taken from a larger set of size n. The subset {Alice, Bob, Chen} is identical to {Bob, Chen, Alice}.

用集合语言来说,组合是从大小为 n 的较大集合中取出的大小为 r 的子集。子集 {Alice, Bob, Chen} 与 {Bob, Chen, Alice} 完全相同。


2. Why Order Does Not Matter | 为什么顺序不重要

In a combination, the arrangement AB and the arrangement BA represent the same selection. This is the central difference between combinations and permutations. Because order is ignored, each group of r objects is counted only once, not r! times.

在组合中,排列 AB 与排列 BA 代表同一种选择。这是组合与排列的核心区别。由于忽略顺序,每组 r 个对象只被计算一次,而不会被计算 r! 次。

This example shows that combinations avoid double-counting different orders of the same pair. Therefore, for the same n and r, the number of combinations is always less than or equal to the number of permutations.

这个例子说明组合避免了同一对元素不同顺序的重复计数。因此,对于相同的 n 和 r,组合数总是小于或等于排列数。


3. Combination Notation | 组合的符号

The number of ways to choose r objects from n distinct objects is written as nCr, C(n, r), or as a binomial coefficient. Some calculators label this function as 'nCr'. The standard formula is:

从 n 个不同对象中选取 r 个对象的方法数记作 nCr、C(n, r) 或二项式系数。有些计算器将这一功能标记为 'nCr'。标准公式为:

nCr = n! / (r!(n − r)!)

. When r = 0, choosing no objects is counted as one way, which is consistent with nC0 = 1.

其中 n 是不同对象的总数,r 是选取的数量,且必须满足 n ≥ r ≥ 0。当 r = 0 时,选取 0 个对象被视为一种方式,这与 nC0 = 1 一致。


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4. Factorials in the Formula | 公式中的阶乘

A factorial n! is the product of all positive integers from n down to 1. Factorials arise naturally when counting arrangements. The denominator r! in the combination formula removes overcounting caused by arranging the selected r objects in different orders.

阶乘 n! 是从 n 到 1 的所有正整数的乘积。阶乘在计数排列时自然出现。组合公式中的分母 r! 用于消除因将选出的 r 个对象按不同顺序排列而产生的重复计数。

n! = n × (n − 1) × ... × 2 × 1

For example, 6! = 6 × 5 × 4 × 3 × 2 × 1 = 720, and 3! = 6. By definition, 0! ntion is essential because it makes formulas such as nC0 and nCn give the correct value 1.

例如,6! = 6 × 5 × 4 × 3 × 2 × 1 = 720,3! = 6。根据定义,0! = 1。这个约定至关重要,因为它使 nC0 和 nCn 等公式得到正确值 1。

When calculating combinations by hand, it is often easiest to cancel the largest common factorial before multiplying, especially when n is large and r is small.

手工计算组合时,通常最好先约去最大的公同阶乘再相乘,尤其是当 n 较大而 r 较小时。


5. Deriving the Combination Formula | 组合公式的推导

To derive the combination formula, first count permutations of r objects chosen from n objects. This is written as nPr and equals n! / (n − r)!.

要推导组合公式,首先计算从 n 个对象中选取 r 个对象的排列数。该数记作 nPr,等于 n! / (n − r)!。

Each selected set of r objects can be internally arranged in r! different ways. Since a combination ignores internal order, every combination has been counted r! times in the permutation count. Dividing by r! gives:

每组被选出的 r 个对象内部可以有 r! 种不同的排列方式。由于组合忽略内部顺序,每个组合在排列计数中被重复计了 r! 次。除以 r! 得到:

nCr = nPr / r! = n! / (r!(n − r)!)

This derivation shows exactly why r! appears in the denominator and why combinations count subsets rather than ordered lists.

这个推导清楚地说明了为什么分母中会出现 r!,以及为什么组合计算的是子集而不是有序列表。


6. Comparing Permutations and Combinations | 排列与组合对比

The table below summarises the differences between permutations and combinations. Use it as a quick reference when deciding which counting rule applies to a problem.

下表总结了排列与组合的区别。当你判断问题应使用哪种计数规则时,可以将其作为快速参考。

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