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

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SUMMARY

The discussion focuses on approximating probabilities using the partition function in statistical mechanics, specifically for a hydrogen atom's electron energy levels. The partition function is expressed as Z = e^523 + 4e^125 + 9e^57. Due to the vast differences in exponent values, the dominant term can be used for simplification. The key takeaway is that when calculating probabilities, one can ignore smaller terms and approximate the ratio of probabilities as e^{-5}, which is manageable and accurate.

PREREQUISITES
  • Understanding of statistical mechanics concepts, particularly the partition function.
  • Familiarity with exponential functions and their properties.
  • Basic knowledge of quantum mechanics, specifically energy levels in hydrogen atoms.
  • Ability to perform algebraic manipulations with exponents.
NEXT STEPS
  • Study the derivation and applications of the partition function in statistical mechanics.
  • Learn about the significance of dominant terms in series expansions and approximations.
  • Explore numerical methods for handling large exponentials in calculations.
  • Investigate the implications of the Boltzmann distribution in quantum systems.
USEFUL FOR

Students and researchers in physics, particularly those studying statistical mechanics and quantum mechanics, will benefit from this discussion. It is also relevant for anyone dealing with calculations involving large exponentials in physical systems.

Brainfarmer
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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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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.
 
Thank you!
 

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