Optimizing Binomial Coefficients for Maximum Value

In summary, the conversation discusses the binomial theorem and finding the largest value of $A_k$, where $A_k$ is defined as ${1000 \choose k}\left(\dfrac{1}{5}\right)^{k}$. The solution involves finding $k$ such that $\frac{1000!}{k!(1000-k)!5^k}$ is greater than $\frac{1000!}{(k+1)!(999-k)!5^{k+1}}$, resulting in a final solution of $k=166$.
  • #1
anemone
Gold Member
MHB
POTW Director
3,883
115
From the binomial theorem, we have

$\displaystyle \begin{align*}\left(1+\dfrac{1}{5}\right)^{1000}&={1000 \choose 0}\left(\dfrac{1}{5}\right)^{0}+{1000 \choose 1}\left(\dfrac{1}{5}\right)^{1}+{1000 \choose 2}\left(\dfrac{1}{5}\right)^{2}+\cdots+{1000 \choose 1000}\left(\dfrac{1}{5}\right)^{1000}\\&=A_0+A_1+A_2+\cdots+A_{1000} \end{align*}$

where $\displaystyle A_k={1000 \choose k}\left(\dfrac{1}{5}\right)^{k}$.

For which $k$ is $A_k$ the largest?
 
Mathematics news on Phys.org
  • #2
anemone said:
From the binomial theorem, we have

$\displaystyle \begin{align*}\left(1+\dfrac{1}{5}\right)^{1000}&={1000 \choose 0}\left(\dfrac{1}{5}\right)^{0}+{1000 \choose 1}\left(\dfrac{1}{5}\right)^{1}+{1000 \choose 2}\left(\dfrac{1}{5}\right)^{2}+\cdots+{1000 \choose 1000}\left(\dfrac{1}{5}\right)^{1000}\\&=A_0+A_1+A_2+\cdots+A_{1000} \end{align*}$

where $\displaystyle A_k={1000 \choose k}\left(\dfrac{1}{5}\right)^{k}$.

For which $k$ is $A_k$ the largest?

I looked for k such that $\frac{1000!}{k!(1000-k)!5^k}>\frac{1000!}{(k+1)!(999-k)!5^{k+1}}$.

This simplifies to $\frac{1}{1000-k}>\frac{1}{5k+5}$.

Leading to k=166 if I didn't make any dopey errors.
 
  • #3
Thanks M R for your participation and your correct solution!(Yes)

A solution proposed by other:

Note that $\displaystyle A_k={1000 \choose k}\left(\dfrac{1}{5}\right)^k=\dfrac{1000!}{5^k(k!)(1000-k)!}$, so to maximize $A_K$ means we must minimize its denominator, and if we let it as $P_k=5^k(k!)(1000-k)!$, for all $k$, we have $P_{k+1}=5^{k+1}((k+1)!)(1000-(k+1))!=5^{k+1}((k+1)!)(999-k)!=P_k\left(\dfrac{5(k+1)}{1000-k}\right)$.

For small values of $k$, $\dfrac{5(k+1)}{1000-k}<1$, so we must have $P-0>P_1>P_2>\cdots$. The minimum value will thus come at the smallest value of $k$ for which $\dfrac{5(k+1)}{1000-k}>1$, so we must have $5(k+1)>1000-k\,\,\rightarrow k=166$
 

Related to Optimizing Binomial Coefficients for Maximum Value

1. What is the Binomial Theorem Challenge?

The Binomial Theorem Challenge is a mathematical concept that allows us to expand a binomial expression raised to a positive integer power. It is used to easily calculate the coefficients of each term in the expansion.

2. How is the Binomial Theorem Challenge useful?

The Binomial Theorem Challenge is useful in simplifying complex calculations involving binomial expressions. It is commonly used in probability and statistics, as well as in algebra and calculus.

3. How do you solve a Binomial Theorem Challenge problem?

To solve a Binomial Theorem Challenge problem, you first need to identify the values of the variables in the binomial expression. Then, you can use the formula (a+b)^n = ∑(nCk)(a^(n-k))(b^k) to calculate the coefficients and simplify the expression.

4. What are some real-life applications of the Binomial Theorem Challenge?

The Binomial Theorem Challenge has many real-life applications, including in finance, biology, and physics. It can be used to model the growth of populations, calculate probabilities in genetics, and solve for the trajectory of projectiles.

5. Are there any limitations to the Binomial Theorem Challenge?

While the Binomial Theorem Challenge is a powerful tool, it does have its limitations. It can only be applied to binomial expressions, meaning those with two terms. It also only works for expressions that are raised to a positive integer power.

Similar threads

  • General Math
Replies
14
Views
1K
Replies
1
Views
677
  • General Math
Replies
7
Views
1K
  • General Math
Replies
3
Views
820
  • Precalculus Mathematics Homework Help
Replies
2
Views
586
Replies
19
Views
758
Replies
2
Views
5K
Replies
1
Views
9K
Replies
4
Views
10K
Replies
3
Views
2K
Back
Top