How to find the partition function of the 1D Ising model?

In summary, the 1D Ising model is a mathematical model used to study the behavior of a one-dimensional lattice of interacting spins. The partition function is a mathematical concept used to describe the thermodynamic properties of a system, which can be calculated by summing over all possible configurations of spins on the lattice. The main factors affecting the partition function are temperature, interaction strength, and lattice size. It is significant in predicting the thermodynamic properties of the system and comparing them to experimental results.
  • #1
Dom Tesilbirth
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Homework Statement
Consider a one-dimensional Ising model with ##N## spins at very low temperature. Let there be ##r## spin flips with each costing energy ##2J##. The total energy of the system is ##E=-NJ+2rJ## and the number of configurations is ##C(N, r)##, where ##r## varies from ##0## to ##N##. Find the partition function.
Relevant Equations
##E=-NJ+2rJ## and
##Z=\sum ^{N}_{r=0}C\left( N,r\right) e^{-\beta \left[ -NJ+2rJ\right] }##
Attempt at a solution:

\begin{aligned}Z=\sum ^{N}_{r=0}C\left( N,r\right) e^{-\beta \left[ -NJ+2rJ\right] }\\
\Rightarrow Z=e^{\beta NJ}\sum ^{N}_{r=0}C\left( N,r\right) e^{-2\beta rJ}\end{aligned}

Let ##e^{-2\beta J}=x##. Then ##e^{-2\beta rJ}=x^{r}##.

\begin{aligned}\therefore Z=e^{\beta NJ}\sum ^{N}_{r=0}C(N, r)x^{r}\\
\Rightarrow Z=e^{\beta NJ}\left( 1+x\right) ^{N}=\left( e^{\beta J}+e^{\beta J}e^{-2\beta J}\right) ^{N}\\
\Rightarrow Z=\left( e^{\beta J}+e^{-\beta J}\right) ^{N}\\
\Rightarrow Z=\left( 2\cosh\beta J\right) ^{N}\end{aligned}

However, the answer provided is ##Z=\left(\cosh \beta J\right) ^{N}##. How do we remove the factor ##2##? Was the given answer wrong, or is there something that I still need to do?
 
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  • #2
Dom Tesilbirth said:
How do we remove the factor ##2##? Was the given answer wrong, or is there something that I still need to do?
Factor 2 seems to be right.

ref. https://en.wikipedia.org/wiki/Ising_model
 
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FAQ: How to find the partition function of the 1D Ising model?

How is the partition function of the 1D Ising model defined?

The partition function of the 1D Ising model is defined as the sum of all possible configurations of the system, weighted by their corresponding Boltzmann factors. It is used to calculate the thermodynamic properties of the system, such as the internal energy and magnetization.

What is the mathematical expression for the partition function of the 1D Ising model?

The partition function of the 1D Ising model can be expressed as Z = ∑e-βEi, where β is the inverse temperature, Ei is the energy of the i-th configuration, and the sum is taken over all possible configurations of the system.

How do you calculate the partition function of the 1D Ising model numerically?

The partition function of the 1D Ising model can be calculated numerically by using Monte Carlo methods or transfer matrix techniques. These methods involve generating random configurations of the system and evaluating their corresponding Boltzmann factors to obtain an estimate of the partition function.

What are the assumptions made in deriving the partition function of the 1D Ising model?

The partition function of the 1D Ising model is derived under the assumptions of a one-dimensional lattice, nearest-neighbor interactions, and a finite number of spins. It also assumes that the system is in thermal equilibrium and obeys the Boltzmann distribution.

How does the partition function of the 1D Ising model relate to the free energy of the system?

The partition function of the 1D Ising model is related to the free energy of the system through the equation F = -kBT ln(Z), where kB is the Boltzmann constant and T is the temperature. This allows us to calculate the free energy and other thermodynamic properties of the system using the partition function.

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