Project-4/latex/metropolis.tex

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\begin{figure}[H]
\begin{algorithm}[H]
\caption{Metropolis-Hastings Algorithm}
\label{algo:metropolis}
\begin{algorithmic}
\Procedure{Metropolis}{$lattice, energy, magnetization$}
\For{ Each spin in the lattice }
\State $ri \leftarrow \text{random index of the lattice}$
\State $rj \leftarrow \text{random index of the lattice}$
\State $dE \leftarrow 2 \cdot lattice_{ri,rj} \cdot (lattice_{ri,rj-1} + lattice_{ri,rj+1}
+ lattice_{ri-1,rj} + lattice_{ri+1,rj} )$
\State $rn \leftarrow \text{random number} \in [0,1)$
\If{$rn \leq e^{- \frac{dE}{T}}$}
\State $lattice_{ri,rj} = -1 \cdot lattice_{ri,rj}$
\State $magnetization = magnetization + 2 \cdot lattice_{ri,rj}$
\State $energy = energy + dE$
\EndIf
\EndFor
\EndProcedure
\end{algorithmic}
\end{algorithm}
\end{figure}