The logarithm in the entropy formula

In summary, ln(x) is the function that calculates the natural logarithm and is used in the entropy formula because it is an extensive property. It is also used in statistical mechanics because it determines the energy of a system.
  • #1
gsingh2011
115
1
Why is there a logarithm in the entropy formula? Why is it S=kln(N) where k is the Boltzmann constant and N is the number of microstates? Why isn't it S=N?
 
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  • #2
The reason that I know of, is that we require entropy to be an extensive property.
Suppose that we have two systems, with N1 and N2 microstates, respectively, and we join them. From basic statistics it follows that the new system has N = N1N2 microstates.

However, to be an extensive quantity, the entropy should scale as
S = S1 + S2.
 
  • #3
CompuChip said:
The reason that I know of, is that we require entropy to be an extensive property.
Suppose that we have two systems, with N1 and N2 microstates, respectively, and we join them. From basic statistics it follows that the new system has N = N1N2 microstates.

However, to be an extensive quantity, the entropy should scale as
S = S1 + S2.

Why do we want entropy to be an extensive quantity? Multiplying the microstates to calculate the entropy seems just as easy/useful as adding the entropies.
 
  • #4
Because Entropy was defined as an extensive quantity long before people knew about statistical mechanics.
 
  • #5
Well, again there is a lot I'm omitting, but one good reason is that entropy contributes to the energy of the system as
dE = T dS - p dV + N dμ
and we definitely want that to be extensive, don't we?
(Note by the way that the quantities occur in combinations of extensive and intensive: two systems with entropy S and temperature T have total entropy 2S but temperature T, two systems with pressure p and volume V have pressure 2V but pressure p, etc)
 
  • #6
But is ln the only function for which f(xy) = f(x)+f(y)?
 
  • #7
delta S for n moles of a gas in isothermal expansion =
integral V1 to V2 nR dV/V = delta S= nR ln V2/V1
Given that a change in entropy in statistical mechanics from a system with probability of W1
to one of W2 = k ln W2/W1 , it should follow that
delta S = integral w1 to w2 k = k ln w2/w1
And since w2 = all the possible states in phase space and w1 = one state
Then S = k ln w
 
Last edited:
  • #8
jhjensen said:
But is ln the only function for which f(xy) = f(x)+f(y)?

I answered that mathematically in your other thread
 

FAQ: The logarithm in the entropy formula

What is the logarithm in the entropy formula?

The logarithm in the entropy formula is a mathematical function used to calculate the amount of uncertainty or information in a system. It is represented by the symbol "log" and is typically base 2 or base e.

Why is the logarithm used in the entropy formula?

The logarithm is used in the entropy formula because it helps to compress the information in a system into a more manageable and interpretable form. It also allows for the combination of different sources of information, such as probability distributions, into a single measure of uncertainty.

How does the logarithm affect the entropy calculation?

The logarithm affects the entropy calculation by scaling down the values of the probabilities in the formula. This results in a smaller range of values for the entropy, making it easier to compare and interpret.

What does the value of the logarithm in the entropy formula represent?

The value of the logarithm in the entropy formula represents the number of bits needed to encode the information in a system. It can also be interpreted as the amount of uncertainty or randomness in the system.

Can the base of the logarithm be changed in the entropy formula?

Yes, the base of the logarithm can be changed in the entropy formula. However, the most commonly used bases are 2 and e, as they have special mathematical properties that make them useful for information theory and communication systems.

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