小马的世界

【离散数学】笔记-台湾清华赵启超9C9D Enumeration

2021-07-29 · 6 min read
离散数学 数学

这是台湾清华赵启超教授离散数学9C9D课程的笔记。

Enumeration 9A

Unordered Selections with Repetition

The number of unordered selections, without repetitions, of mm things from a set of size nn is

n(n−1)…(n−m+1)m!=△(nm)(binomial coefficient)\frac{n(n-1)\dotsc (n-m+1)}{m!}\overset{\bigtriangleup }{=} \begin{pmatrix} n \\ m \end{pmatrix}(binomial\ coefficient)

Example 1
Let AA be a set with ∣A∣=8|A|=8

  1. How many three-element subsets(3-subsets) does A have?
    Answer:

(83)=8⋅7⋅63⋅2⋅1=56\begin{pmatrix} 8 \\ 3 \end{pmatrix}=\frac{8\cdot 7\cdot 6}{3\cdot 2\cdot 1}=56

  1. How many 5-subsets does ∣A∣|A| have?
    Answer:

(85)\begin{pmatrix} 8 \\ 5 \end{pmatrix}

  1. How many 9-subsets does ∣A∣|A| have?
    Answer: 上面比下面小的时候,直接就等于0。

(89)=0\begin{pmatrix} 8 \\ 9 \end{pmatrix}=0

Property

Pascal's Identity

(nr)=(n−1r−1)+(n−1r)\begin{pmatrix} n \\ r \end{pmatrix}=\begin{pmatrix} n-1 \\ r-1 \end{pmatrix}+\begin{pmatrix} n-1 \\ r \end{pmatrix}

(nr)\begin{pmatrix}n \\ r\end{pmatrix} is the number of r-subsets of {1,2,3,…,b}\{1,2,3,\dotsc ,b\}
(n−1r−1)\begin{pmatrix}n-1 \\ r-1\end{pmatrix} is the number of r-subsets with nn
(n−1r)\begin{pmatrix}n-1 \\ r\end{pmatrix} is the number of r-subsets without nn
Pascal's Triangle
Pascal's Triangle

Clearly (nr)=(nn−r)\begin{pmatrix}n \\ r\end{pmatrix}=\begin{pmatrix}n \\ n-r\end{pmatrix} for r≤nr\le n

Binomail Theorem

(x+y)n=∑r=0n=(nr)xn−ryr(x+y)^n=\sum_{r=0}^{n}=\begin{pmatrix}n \\ r\end{pmatrix}x^{n-r}y^r

Example 2

(n0)+(n1)+…+(nn)=2n\begin{pmatrix}n \\ 0\end{pmatrix} + \begin{pmatrix}n \\ 1\end{pmatrix} + \dotsc + \begin{pmatrix}n \\ n\end{pmatrix} = 2^n

Proof:

(x+y)n=∑r=0n=(nr)xn−ryr(x+y)^n=\sum_{r=0}^{n}=\begin{pmatrix}n \\ r\end{pmatrix}x^{n-r}y^r

substituting x=y=1x=y=1 to the above identity

2n=(1+1)n=∑r=0n(nr)2^n=(1+1)^n=\sum_{r=0}^{n}\begin{pmatrix}n \\ r\end{pmatrix}

Example 3

(n0)2+(n1)2+…+(nn)2=(2nn)\begin{pmatrix}n \\ 0\end{pmatrix}^2 + \begin{pmatrix}n \\ 1\end{pmatrix}^2 + \dotsc + \begin{pmatrix}n \\ n\end{pmatrix}^2 = \begin{pmatrix}2n \\ n\end{pmatrix}

Proof:
Note (1+x)n(1+x)n=(1+x)2n(1+x)^n(1+x)^n=(1+x)^{2n}. On the left-hand side, the coefficient of xnx^n in (1+x)n(1+x)n(1+x)^n(1+x)^n

(n0)(nn)+(n1)(nn−1)+(n2)(nn−2)+…+(nn)(n0)\begin{pmatrix}n \\ 0\end{pmatrix}\begin{pmatrix}n \\ n\end{pmatrix}+\begin{pmatrix}n \\ 1\end{pmatrix}\begin{pmatrix}n \\ n-1\end{pmatrix}+\begin{pmatrix}n \\ 2\end{pmatrix}\begin{pmatrix}n \\ n-2\end{pmatrix}+\dotsc + \begin{pmatrix}n \\ n\end{pmatrix}\begin{pmatrix}n \\ 0\end{pmatrix}

since

(1+x)n=(n0)+(n1)x+…+(nr)xr+(nn)xn(1+x)^n=\begin{pmatrix}n \\ 0\end{pmatrix}+\begin{pmatrix}n \\ 1\end{pmatrix}x+\dotsc +\begin{pmatrix}n \\ r\end{pmatrix}x^r+\begin{pmatrix}n \\ n\end{pmatrix}x^n

Example 4

(n0)−(n1)+(n2)+…+(−1)n−1(nn−1)+(−1)n(nn)=0\begin{pmatrix}n \\ 0\end{pmatrix}-\begin{pmatrix}n \\ 1\end{pmatrix}+\begin{pmatrix}n \\ 2\end{pmatrix}+\dotsc + (-1)^{n-1}\begin{pmatrix}n \\ n-1\end{pmatrix}+(-1)^n\begin{pmatrix}n \\ n\end{pmatrix}=0

Example 5
Note (x+y)n=∑r=0n(nr)xn−ryr(x+y)^n=\sum_{r=0}^n\begin{pmatrix}n \\ r\end{pmatrix}x^{n-r}y^r
Let x=1x=1 and y=−1y=-1 then we have

0=(1−1)n0=(1-1)^n