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technical:ising1d [2022/10/29 14:09] – [Characteristic polynomial] chunchungtechnical:ising1d [2022/10/29 15:10] (current) – [Simple case 1: $J = 1$, $h = 0$] chunchung
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 ====Simple case 1: $J = 1$, $h = 0$==== ====Simple case 1: $J = 1$, $h = 0$====
 The eigenvalues become The eigenvalues become
-$$ \lambda_\pm = e^{\beta}\pm e^{-\beta}. $$+\begin{equation} \lambda_\pm = e^{\beta}\pm e^{-\beta}. \end{equation}
 The partition function is The partition function is
-$$ Z = \left(e^\beta+e^{-\beta}\right)^N+\left(e^\beta-e^{-\beta}\right)^N . $$+\begin{equation} Z = \left(e^\beta+e^{-\beta}\right)^N+\left(e^\beta-e^{-\beta}\right)^N . \end{equation}
  
 Generally, the average energy $U = \langle E\rangle$ can be calculated from the $\beta$-derivative of $-\log Z$: Generally, the average energy $U = \langle E\rangle$ can be calculated from the $\beta$-derivative of $-\log Z$:
-\begin{eqnarray*+\begin{align
-U & = \langle E\rangle \\ +U &= \langle E\rangle \notag \\ 
-& = Z^{-1} \sum_{\mathbf{s}} E e^{-\beta E} \\ +&= Z^{-1} \sum_{\mathbf{s}} E e^{-\beta E} \notag \\ 
-& = - Z^{-1} \frac{\partial}{\partial\beta} Z \\ +&= - Z^{-1} \frac{\partial}{\partial\beta} Z \notag \\ 
-& = - \frac{\partial}{\partial\beta}\log Z +&= - \frac{\partial}{\partial\beta}\log Z \\ 
-\end{eqnarray*}+&= \frac{N\left[\left(e^\beta+e^{-\beta}\right)^{N-1}\left(e^\beta-e^{-\beta}\right)+\left(e^\beta+e^{-\beta}\right)\left(e^\beta-e^{-\beta}\right)^{N-1}\right]}{\left(e^\beta+e^{-\beta}\right)^N+\left(e^\beta-e^{-\beta}\right)^N} \notag \\ 
 +&= N\frac{r+r^{N-1}}{1+r^N} 
 +\end{align} 
 +where $r = \left(e^\beta-e^{-\beta}\right)/\left(e^\beta+e^{-\beta}\right)<1$ is the ratio between the two eigenvalues.