Prove: (n + d) / n = (n + d/2)^(d)

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Homework Help Overview

The discussion revolves around proving the equation (n + d)! / n! ≅ (n + d/2)^(d), where n and d are large integers with n >> d >> 1. The problem is situated within the context of combinatorial mathematics and asymptotic analysis.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants explore the use of logarithmic transformations and approximations, particularly through the application of Stirling's formula. There is discussion about whether the problem can be approached algebraically or if integration is necessary. Some participants question the appropriateness of the methods being used, considering the original problem's context as a given statement from a textbook.

Discussion Status

Several participants have provided insights and suggestions, including the use of Taylor series expansions and approximations for logarithmic terms. There is an ongoing exploration of different methods to approach the proof, with no explicit consensus on a single method being preferred. The discussion remains active as participants consider various angles of reasoning.

Contextual Notes

Participants note the original problem's nature as a statement rather than a typical homework exercise, which raises questions about the intended approach and the completeness of the information provided. There is also mention of the need to work through both sides of the equation to verify equivalence, indicating a potential constraint in the proof process.

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1. Homework Statement

Prove: (n + d)! / n! ≅ (n + d/2)^(d)

where: n >> d >> 1

2. Homework Equations 3. The Attempt at a Solution

(n + d)! / n! = (n + 1) * (n + 2) * . . . (n + d)

Ln [ (n + d)! / n! ] = Ln [ (n + 1) * (n + 2) * . . . (n + d) ]

Ln [ (n + d)! / n! ] = Ln (n + 1) + Ln (n + 2) + . . . Ln (n + d) ]

Ln [ (n + d)! / n! ] = Σ Ln (n + i) , from i = 1 to d

if d >> 1, then

[ Σ Ln (n + i) , from i = 1 to d ] ≅ ∫ Ln (x) dx , from x = (n + 1) to (n + d)

[ Σ Ln (n + i) , from i = 1 to d ] ≅ x * Ln (x) - x , from x = (n + 1) to (n + d)

[ Σ Ln (n + i) , from i = 1 to d ] ≅ [ (n + d) * Ln ((n + d)) - (n + d) ] - [ (n + 1) * Ln (n + 1) - (n + 1) ]

[ Σ Ln (n + i) , from i = 1 to d ] ≅ (n + d) * Ln (n + d) - (n + 1) * Ln (n + 1) - d + 1

= ?NOTE:

I'm trying to prove an equation that was simply "given" in a Physical Chemistry textbook. I don't think that textbook intended for its students to solve that equation's proof as a "homework" exercise. Since my "Problem Statement" was simply "given", and not specifically stated as a "homework" exercise, I'm not certain I'm even using the correct approach to solving my "Problem Statement". Maybe instead of converting to Ln () and then attempting to integrate, the "Problem Statement" can be solved algebraically more easily?
 
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Guest812 said:
1. Homework Statement

Prove: (n + d)! / n! = (n + d/2)^(d)

where: n >> d >> 1

2. Homework Equations 3. The Attempt at a Solution

(n + d)! / n! = (n + 1) * (n + 2) * . . . (n + d)

Ln [ (n + d)! / n! ] = Ln [ (n + 1) * (n + 2) * . . . (n + d) ]

Ln [ (n + d)! / n! ] = Ln (n + 1) + Ln (n + 2) + . . . Ln (n + d) ]

Ln [ (n + d)! / n! ] = Σ Ln (n + i) , from i = 1 to d

if d >> 1, then

[ Σ Ln (n + i) , from i = 1 to d ] = ∫ Ln (x) dx , from x ≅ (n + 1) to (n + d)

[ Σ Ln (n + i) , from i = 1 to d ] = x * Ln (x) - x , from x ≅ (n + 1) to (n + d)

[ Σ Ln (n + i) , from i = 1 to d ] = [ (n + d) * Ln ((n + d)) - (n + d) ] - [ (n + 1) * Ln (n + 1) - (n + 1) ]

[ Σ Ln (n + i) , from i = 1 to d ] = (n + d) * Ln (n + d) - (n + 1) * Ln (n + 1) - d + 1

= ?NOTE:

I'm trying to prove an equation that was simply "given" in a Physical Chemistry textbook. I don't think that textbook intended for its students to solve that equation's proof as a "homework" exercise. Since my "Problem Statement" was simply "given", and not specifically stated as a "homework" exercise, I'm not certain I'm even using the correct approach to solving my "Problem Statement". Maybe instead of converting to Ln () and then attempting to integrate, the "Problem Statement" can be solved algebraically more easily?

Suggest using Stirling's formula : ## ln(N!)=N ln(N) -N ## for large N. One additional hint is when you expand ## ln(1+d/n) ## in a Taylor series, you need to go to the second power in d/n for one of the terms.
 
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Charles Link said:
Suggest using Stirling's formula : ## ln(N!)=N ln(N) -N ## for large N.

Thanks for the reply; however, I believe that is what I essentially did during the following steps stated in my original post:

Guest812 said:
...

if d >> 1, then

[ Σ Ln (n + i) , from i = 1 to d ] ≅ ∫ Ln (x) dx , from x = (n + 1) to (n + d)

[ Σ Ln (n + i) , from i = 1 to d ] ≅ x * Ln (x) - x , from x = (n + 1) to (n + d)

...

As stated in my original post, once I evaluate that "Stirling Equation" from x ≅ (n + 1) to (n + d), I don't know how to further simply that equation to the final simplified equation given in the original problem statement.
 
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If you take the log of (n+\frac{d}{2})^d you get:

d ln(n + \frac{d}{2}) = d ln(n (1+\frac{d}{2n})) = d ln(n) + d ln(1+\frac{d}{2n})

At this point, you can use the approximation: ln(1+x) \approx x when x \ll 1. So you get:
(n+\frac{d}{2})^d \approx d ln(n) + \frac{d^2}{2n}

Then you can also write: ln(n \cdot (n+1) \cdot (n+2) ... \cdot (n+d)) = ln(n^d \cdot(1+\frac{1}{n}) \cdot(1+ \frac{2}{n}) ... \cdot(1+\frac{d}{n}))

Using the fact that ln(x \cdot y) = ln(x) + ln(y), this can be written as:

d ln(n) + ln(1+\frac{1}{n}) + ... + ln(1+\frac{d}{n})

Now, use the approximation ln(1+x) \approx x for each term in the sum.
 
stevendaryl said:
If you take the log of (n+\frac{d}{2})^d you get:

d ln(n + \frac{d}{2}) = d ln(n (1+\frac{d}{2n})) = d ln(n) + d ln(1+\frac{d}{2n})

At this point, you can use the approximation: ln(1+x) \approx x when x \ll 1. So you get:
(n+\frac{d}{2})^d \approx d ln(n) + \frac{d^2}{2n}

Then you can also write: ln(n \cdot (n+1) \cdot (n+2) ... \cdot (n+d)) = ln(n^d \cdot(1+\frac{1}{n}) \cdot(1+ \frac{2}{n}) ... \cdot(1+\frac{d}{n}))

Using the fact that ln(x \cdot y) = ln(x) + ln(y), this can be written as:

d ln(n) + ln(1+\frac{1}{n}) + ... + ln(1+\frac{d}{n})

Now, use the approximation ln(1+x) \approx x for each term in the sum.

Thanks

Using the approximation you recommended, I was able to continue where you left off, as follows:

d ln(n) + ln(1+\frac{1}{n}) + ... + ln(1+\frac{d}{n})

d ln(n) + \frac{1}{n} + \frac{2}{n} + ... \frac{d}{n}

d ln(n) + \frac{1}{n} \cdot (1 + 2 + ... d)

d ln(n) + \frac{1}{n} \cdot \sum_{i=1}^d i

if d >> 1

d ln(n) + \frac{1}{n} \cdot \int_1^d i \, dx

d ln(n) + \frac{1}{n} \cdot \left. \frac{1}{2}i^2 \right|_1^d

d ln(n) + \frac{1}{n} \cdot \frac{1}{2}(d^2 - 1)

d ln(n) + \frac{d^2}{2n}Which is the same equation as I converted to red text in your above referenced post, therefore the original Problem Statement has been verified.

However, although the original Problem Statement has been verified, we verified it by "working from both ends of the equations", and verifying "both ends of the equations meet (are the same) in the middle". I'm not totally satisfied with this "proof" technique because I'd rather learn/think of a method that starts from the left side of the Problem Statement and continually simplify it until it results in the final equation (instead of deriving from both ends, and verifying the derivations are equal in the "middle")

Next I will try the Taylor Expansion hint Charles posted above, to see if that will result in a continuous type of proof I'm looking for.
 
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I think you might still need to work both sides of the equation using the Stirling's formula (which you essentially derived.) You basically wind up solving both sides to order (d/n)^2 and showing the terms agree.
 

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