Boltzmann equation/ Statistical Mechanics

In summary, the conversation discusses the relationship between entropy and multiplicity, and how the function f(\Omega) can be shown to be ln(\Omega). The use of Stirling's approximation and probabilities is also mentioned. The conversation then moves on to discussing the combined system and how the entropy and multiplicity are affected. Finally, it is concluded that ln(\Omega) is the only function that fits the requirement for f(\Omega).
  • #1
spaphy
3
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Homework Statement



If we assume entropy is a function of the multiplicity, [tex]\Omega[/tex], (S=k*f([tex]\Omega[/tex])) show that that function f([tex]\Omega[/tex]) is ln([tex]\Omega[/tex]).

Homework Equations


The Attempt at a Solution



[tex]\Omega[/tex] can be written as N!/ni!. By using stirling's approximation, this becomes [tex]\Omega[/tex]= ((N/e)^N)/((n1/e)^n1*(n2/e)^n2*...(ni/e)^ni). We know that the probability pi=N/ni so this reduces to W=1/(p1^n1*p2^n2*...*pi^ni). To make this user friendly take the log so ln([tex]\Omega[/tex])=-[tex]\Sigma[/tex]pi*ln(pi).

I just started down the road of trying to use definition of multiplicity and probabilities and I did get to ln([tex]\Omega[/tex]), but it doesn't seem like I'm really doing a solid proof and I'm not sure what's missing/ how to tie it together.
 
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  • #2
Consider two systems, with entropies S1 and S2, multiplicities W1 and W2. What can you say about the entropy of the combined system? What can you say about the multiplicity of the combined system?
 
  • #3
the total entropy s=s1+s2 and the multiplicity w=w1*w2. Is the log just out of convenience then?
 
  • #4
No -- it's the only function that would fit the requirement that f(w1)+f(w2)=f(w1*w2).
 
  • #5
Makes sense...thank you. It's been a long week. Nice to finally know where that log came from.
 

1. What is the Boltzmann equation?

The Boltzmann equation is a mathematical equation used in statistical mechanics to describe the behavior of a gas at the molecular level. It relates the macroscopic properties of a gas, such as temperature and pressure, to the microscopic interactions between individual particles.

2. What is statistical mechanics?

Statistical mechanics is a branch of physics that uses statistical methods to understand and predict the behavior of a large number of particles, such as molecules in a gas. It bridges the gap between microscopic and macroscopic scales, providing a framework for understanding how the collective behavior of particles leads to observable properties of a system.

3. What is the significance of the Boltzmann equation?

The Boltzmann equation allows us to make predictions about the properties of a gas based on its microscopic structure and interactions. It has been instrumental in our understanding of thermodynamics and has applications in many fields, including engineering, chemistry, and astrophysics.

4. How is the Boltzmann equation derived?

The Boltzmann equation is derived from the principles of statistical mechanics, namely the laws of thermodynamics and the concept of entropy. It is a mathematical representation of the relationship between a system's microscopic state and its macroscopic properties, and is based on the assumption that the system is in thermal equilibrium.

5. What are some real-world applications of the Boltzmann equation?

The Boltzmann equation has numerous applications in various fields, including engineering (such as in the design of gas turbines), atmospheric science (in the study of atmospheric dynamics), and astrophysics (in the study of star formation and the behavior of gases in interstellar space). It is also used in the development of new materials and in the study of biological systems.

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