Chapter 4 Practice Problems

Working through Chapter 4 problems on two-state systems, using the Boltzmann distribution and partition functions to nail expectation values and energy variance.

I think it’s absolutely essential to work through problems to get a grip on the concepts!

Example 4.3 A two-state system

A two-state system, one that has only two states.

One has energy 0, the other has energy ε (>0)

What is the expectation value of this system’s energy?

Earlier, we said that “the probability that an object at temperature T has energy ε” is

equation

we said.

That is, here the two states are

(at temperature T) the probability of having energy 0

equation

(at temperature T) the probability of having energy ε

equation

We also have to do the normalization.

We can just do it like in quantum mechanics, I guess.

equation

Ugh, this doesn’t work…..

This method doesn’t cut it.

So we’ll do the normalization like this

equation

Let’s build it out.

equation

By expressing the probabilities as a partition function like this, normalization is done, and we can also compute the average.

equation

Prob 4.2 For the two-state system described in Example 4.3,

derive an expression for the variance of the energy.

equation

EX 4.4 : Isothermal atmosphere (air)

Roughly estimate the number of molecules in an isothermal atmosphere as a function of height.

For a system at temperature T, the probability of having energy E is

equation

Let’s assume 1 gas molecule. And let’s say the energy here is only the potential energy mgz.

equation

equation

Now let’s say there are many molecules.

Time to cancel the subscription on our “1 molecule” assumption, go go

equation

If we plug in z=0, it should equal n(0).

So I’ll rewrite the constant like this!!!

equation

Done.

The higher you go, the more it drops off — whoosh~~~ it drops off~ — at the rate of the Boltzmann factor

equation

, that’s what it’s saying.

(Actually, since the real atmosphere isn’t isothermal, they say it’s a bit different, and it’s covered in detail in Chapter 12!)

Prob 4.3

A certain system consists of N states, and each state has energy 0 or Δ.

Show that the number of arrangements Ω(E) such that the whole system has energy E = rΔ (r is an integer) is given by the following expression

equation

Each of the N is either 0 or Δ, and total energy being rΔ means that r of them are in the energy-Δ state.

That is, the number of ways of choosing r out of N is the number of microstates for E = rΔ!

equation

From this system, remove a small energy sΔ. (The relation s«r is satisfied.)

equation

Show this.

equation

means that out of N, (r-s) are in the energy state Δ.

That is,

equation

equation

We need to find an approximate expression for this, so we’ll use Stirling’s approximation.

Taking ln of both sides first,

equation

Now let’s approximate the right-hand side.

equation

The temperature T of the system is

equation

Show this.

equation

equation


Originally written in Korean on my Naver blog (2015-12). Translated to English for gdpark.blog.