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Use generating functions to prove Vandermonde's identity: \(C(m+n, r)=\sum_{k=0}^{r} C(m, r-k) C(n, k),\) whenever \(m, n,\) and \(r\) are nonnegative integers with \(r\) not exceeding either \(m\) or \(n .\left[\text { Hint: Look at the coefficient of } x^{r} \text { in }\right.\) both sides of \((1+x)^{m+n}=(1+x)^{m}(1+x)^{n} . ]\)

Short Answer

Expert verified
Multiply generating functions of the binomials and equate coefficients of \(x^{r}\) to prove the identity.

Step by step solution

01

Understand the identity

Vandermonde's identity states that \(C(m+n, r) = \sum_{k=0}^{r} C(m, r-k)C(n, k)\), where \(C(a, b)\) is a binomial coefficient. The goal is to prove this using generating functions.
02

Write generating functions

Consider generating functions for the binomial coefficients. The binomial theorem states \((1 + x)^{m} = \sum_{i=0}^{m} C(m, i)x^{i}\) and \((1 + x)^{n} = \sum_{j=0}^{n} C(n, j)x^{j}\).
03

Multiply generating functions

Now multiply those generating functions: \((1 + x)^{m}(1 + x)^{n} = (1 + x)^{m+n}\). The right-hand side directly expands to \(=\sum_{r=0}^{m+n} C(m+n, r)x^{r}\).
04

Expand the product using binomial coefficients

Expand \((1 + x)^{m}(1 + x)^{n}\) using the binomial coefficients. Left side expansion is \( \left(\sum_{i=0}^{m} C(m, i)x^{i}\right) \left(\sum_{j=0}^{n} C(n, j)x^{j}\right)\).
05

Collect terms with \(x^{r}\)

To find the coefficient of \(x^r\) on both sides, multiply terms such that the powers of \(x\) add up to \(r\). This involves summing products of coefficients where the powers add to \(r\), giving \(C(m+n, r) = \sum_{k=0}^{r} C(m, r-k)C(n, k)\), since the coefficient of \(x^{r}\) on the left-hand side is precisely this sum.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

generating functions
Generating functions are a powerful mathematical tool used to study sequences and sums. They transform sequences into algebraic expressions, typically polynomials or power series. The main idea is to encode a sequence \(a_0, a_1, a_2, ... \) into a formal power series like \(A(x) = a_0 + a_1x + a_2x^2 + ...\).

Using generating functions allows us to work with algebraic operations to find identities, solve recurrence relations, and find closed-form sums.

For Vandermonde's identity, generating functions simplify handling binomial coefficients' sums. We use the generating functions of \( (1 + x)^m \) and \( (1 + x)^n \) to prove the identity by expanding and comparing coefficients.
binomial coefficients
Binomial coefficients appear in binomial expansions and combinatorial problems. Denoted by \( C(n, k) \) or \( \binom{n}{k} \), they count the number of ways to choose \(k\) elements from a set of \(n\) elements without regard to order.

The formula is \( C(n, k) = \frac{n!}{k!(n - k)!} \).

These coefficients arise naturally in the expansion of \( (1 + x)^n \), where \( (1 + x)^n = \sum_{k=0}^{n} C(n, k)x^k \).

In Vandermonde's identity, binomial coefficients help express the terms that need to be summed, and we're interested in their particular combinations to identify terms that contribute to the same power of \( x \).
binomial theorem
The Binomial Theorem provides a way to expand powers of a binomial expression. It states: \( (1 + x)^n = \sum_{k=0}^{n} C(n, k)x^k \), where \( C(n, k) \) are the binomial coefficients.

This is a foundational theorem in algebra and combinatorics, helping with polynomials' expansion.

In Vandermonde's identity proof, the Binomial Theorem is used to represent the generating functions for \( (1 + x)^m \) and \( (1 + x)^n \). These expansions then help in demonstrating the identity by considering how these series multiply and how their coefficients add up to the required form.
combinatorial identities
Combinatorial identities are equations involving binomial coefficients or other combinatorial objects that hold true for all inputs. Vandermonde's identity is a classic example.

It relates the binomial coefficient of the sum of two integers \( m \) and \( n \) to a sum of products of binomial coefficients of \( m \) and \( n \), specifically:
\[ C(m+n, r) = \sum_{k=0}^{r} C(m, r-k)C(n, k) \]

Proving combinatorial identities often involves a combination of algebraic manipulation, combinatorial arguments, and tools like generating functions.

For Vandermonde's identity, generating functions help formalize and simplify the proof by connecting the dot between the expansions and summing required terms.

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Most popular questions from this chapter

In the Tower of Hanoi puzzle, suppose our goal is to transfer all \(n\) disks from peg 1 to peg \(3,\) but we cannot move a disk directly between pegs 1 and \(3 .\) Each move of a disk must be a move involving peg \(2 .\) As usual, we cannot place a disk on top of a smaller disk. a) Find a recurrence relation for the number of moves required to solve the puzzle for \(n\) disks with this added restriction. b) Solve this recurrence relation to find a formula for the number of moves required to solve the puzzle for \(n\) disks. c) How many different arrangements are there of the \(n\) disks on three pegs so that no disk is on top of a smaller disk? d) Show that every allowable arrangement of the \(n\) disks occurs in the solution of this variation of the puzzle.

Write out the explicit formula given by the principle of inclusion-exclusion for the number of elements in the union of five sets.

The Lucas numbers satisfy the recurrence relation $$ L_{n}=L_{n-1}+L_{n-2} $$ and the initial conditions \(L_{0}=2\) and \(L_{1}=1\) a) Show that \(L_{n}=f_{n-1}+f_{n+1}\) for \(n=2,3, \ldots,\) where \(f_{n}\) is the \(n\) th Fibonacci number. b) Find an explicit formula for the Lucas numbers.

How many elements are in the union of four sets if the sets have \(50,60,70,\) and 80 elements, respectively, each pair of the sets has 5 elements in common, each triple of the sets has 1 common element, and no element is in all four sets?

a) Find a recurrence relation for the number of bit strings of length n that contain a pair of consecutive 0s. b) What are the initial conditions? c) How many bit strings of length seven contain two consecutive 0s?

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