The deduction of Fermi-Dirac and Bose-Einstein distrbiutions

Click For Summary

Discussion Overview

The discussion revolves around the deduction of Fermi-Dirac and Bose-Einstein distributions, focusing on the mathematical formulation of the partition functions in both canonical and grand canonical ensembles. Participants explore the transition from sums over sets of occupation numbers to sums over individual occupation numbers for energy levels.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Exploratory

Main Points Raised

  • One participant describes the canonical partition function and its dependence on the occupation numbers of energy levels, questioning the transition to the grand canonical partition function.
  • Another participant elaborates on the formulation of the grand canonical partition function, explaining the use of the delta function to restrict the sum to states with a specific number of particles.
  • A further explanation involves switching the order of summation and simplifying the expression by eliminating the variable N, leading to a product of sums over individual occupation numbers.
  • A mathematical fact is presented regarding the summation of functions over multiple indices, suggesting a method to simplify the grand canonical partition function.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the understanding of the transition between the canonical and grand canonical partition functions, as the discussion remains exploratory with various interpretations and mathematical steps presented.

Contextual Notes

Assumptions regarding convergence of the sums and the validity of switching the order of summation are not explicitly addressed, leaving potential limitations in the mathematical treatment unresolved.

Lebnm
Messages
29
Reaction score
1
I am studyng the deduction of Fermi-Dirac and Bose-Einstein distribution, but I'm not understanding one part. If we have a system of ##N## identical non-interaction particles, with energies levels ##\varepsilon _{l}## and occupation number ##n_{l}## (this is the number of particles with the same energy ##\varepsilon_{l}##), the total energy and the partion function in the canonical emsemble are $$E(\{n_{l}\}) = \sum_{l} \varepsilon _{l} n_{l}, \ \ \ Z_{N} = \sum _{\{n_{l}\}} e^{-\beta E(\{n_{l}\})} = \sum _{\{n_{l}\}}\prod _{l}e^{-\beta n_{l}\varepsilon_{l}},$$where ##\{n_{l}\}## means tha the sum is over all possible sets of values of number occupations, such that ##\sum_{l} n_{l} = N##. Now, the partion function in the grand canonical emsemble is $$Q = \sum _{N} e^{\beta \mu N} Z_{N}.$$ The book I am reading say that this is equal to $$Q = \prod _{l} \sum _{n_{l}}[e^{-\beta(\varepsilon - \mu)}]^{n_{l}}$$ but I don't understand why. Note that the sum passed from a sum over the set ##\{n_{l}\}## to a sum over the values of ##n_{l}##.
 
Physics news on Phys.org
Okay, let me see if I can go through it in more detail.

Let's let a "state" ##s## be an assignment of occupation numbers to each energy level ##l##. So ##n_{sl}## is the occupation number of energy level ##l## in state ##s##. Then in terms of ##s## we can write:

##Z_N = \sum_s e^{-\beta \sum_l n_{sl} \epsilon_l} \delta_{N - \sum_l n_{sl}}##
## = \sum_s (\Pi_l e^{-\beta n_{sl} \epsilon_l}) \delta_{N - \sum_l n_{sl}}##

where the ##\delta_{N - \sum_l n_{sl}}## returns 0 unless ##\sum_l n_{sl} = N##

So instead of only summing over states with ##N## particles, I'm summing over all possible states, but the ones with a number of particles different from ##N## make no contribution, because of the ##\delta##.

Now, let's form the grand canonical partition function:

##Q = \sum_N e^{\beta \mu N} Z_N##
## = \sum_N e^{\beta \mu N} \sum_s (\Pi_l e^{-\beta n_{sl} \epsilon_l}) \delta_{N - \sum_l n_{sl}}##
## = \sum_N \sum_s e^{\beta \mu N} (\Pi_l e^{-\beta n_{sl} \epsilon_l}) \delta_{N - \sum_l n_{sl}}##

Now, assuming that we can switch the order of summation (which we can, unless there are convergence issues, which I'm assuming there aren't), we can write:

##Q = \sum_s \sum_N e^{\beta \mu N} (\Pi_l e^{-\beta n_{sl} \epsilon_l}) \delta_{N - \sum_l n_{sl}}##

We can do the inner sum over ##N##, and because of the presence of the ##\delta##, the only contributions are when ##N = \sum_l n_{sl}##. So we can get rid of ##N## to get:

##Q = \sum_s e^{\beta \mu \sum_l n_{sl}} (\Pi_l e^{-\beta n_{sl} \epsilon_l})##
##Q = \sum_s \Pi_l e^{-\beta (\epsilon_l - \mu) n_{sl}}##

The final simplification is to bring the summation inside the product. Since summing over all possible states ##s## is equivalent to summing over all possible assignments to ##n_1, n_2, ...##, we can rewrite this as:

##Q = \sum_{n_1} \sum_{n_2} ... e^{-\beta (\epsilon_l - \mu) n_{1}} e^{-\beta (\epsilon_l - \mu) n_{2}} ... ##
##= \sum_{n_1} e^{-\beta (\epsilon_l - \mu) n_{1}} \sum_{n_2} e^{-\beta (\epsilon_l - \mu) n_2} ...##
##= (\sum_{n_1} e^{-\beta (\epsilon_l - \mu) n_{1}}) (\sum_{n_2} e^{-\beta (\epsilon_l - \mu) n_2}) ...##
##= \Pi_l (\sum_n e^{-\beta (\epsilon_l - \mu) n})##
 
  • Like
Likes   Reactions: Lebnm
The mathematical fact that can be used is this:

##\sum_{n_1} \sum_{n_2} ... \sum_{n_M} f(1, n_1) f(2, n_2) ... f(M, n_M) = \Pi_l \sum_n f(l, n)##
 
thank you!
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 3 ·
Replies
3
Views
4K
  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 19 ·
Replies
19
Views
3K