How do I deal with huge exponents in the partition function?

In summary, the conversation discusses a question about finding probabilities for an electron in a hydrogen atom at different energies. The solution involves using the partition function and approximations to deal with large exponents. The conversation also mentions the use of ratios and simplifying calculations before using a calculator.
  • #1
Brainfarmer
2
0

Homework Statement



This is just a general question, not a "problem"

Homework Equations



Z = sum(e^Ej/kT)

The Attempt at a Solution




I'm working on a problem in which I'm asked to find the probabilities of an electron in a hydrogen atom being at one of three energies. The partition function produces something like Z= e^523 + 4e^125 + 9e^57. How do I deal with these huge exponents? My calculator just laughs at me. Is there an approximation I can use? (i'm sorry if this isn't very specific- I don't really have a problem with setting up and solving this, it's just the math that's an issue)

thanks
 
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  • #2
The trick is that probabilities are always ratios, with a weighted sum in the numerator, and the partition function in the denominator. So you'll have something like

[tex]\frac{e^{527} + e^{344} + e^{217}}{e^{532} + e^{381} + e^{286}}[/tex]

In this case, the first term in each sum is so unimaginably huge, compared to the rest of the sum, that everything else can be ignored. So you can approximate this as

[tex]\frac{e^{527}}{e^{532}} = e^{-5}[/tex]

which is a perfectly reasonable number.

In general, you might have to do some algebra before you plug things into your calculator, because indeed, taking such sums numerically is complete nonsense.
 
  • #3
Thank you!
 

FAQ: How do I deal with huge exponents in the partition function?

How do I simplify large exponents in the partition function?

Simplifying large exponents in the partition function can be done by using logarithms. Taking the natural logarithm of both sides of the equation will allow you to bring the exponent down as a coefficient, making it easier to work with.

Can I use approximations to deal with huge exponents in the partition function?

Yes, approximations can be used to deal with huge exponents in the partition function. This is often done by using the Stirling's approximation, which is a good approximation for large factorials.

How do I handle negative exponents in the partition function?

Negative exponents in the partition function can be handled by using the reciprocal property of exponents. This means that a negative exponent can be rewritten as the reciprocal of the positive exponent, allowing you to work with a positive exponent.

What is the significance of the partition function in statistical mechanics?

The partition function is a key concept in statistical mechanics as it allows us to calculate the thermodynamic properties of a system. It is used to describe the distribution of particles in a system and is essential for understanding the behavior of physical systems at the molecular level.

Can the partition function be used for all types of systems?

Yes, the partition function can be used for all types of systems, including classical and quantum systems. However, the equations used to calculate it may differ depending on the type of system, such as the classical partition function for classical systems and the quantum partition function for quantum systems.

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