\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}