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The Metropolis Algorithm and Detailed Balance

All probabilities are normalized, meaning that jTij=1. Using the latter, we can rewrite the previous equation as wi(t+1)=wi(t)+j[wj(t)TjiAjiwi(t)TijAij], which can be rewritten as wi(t+1)wi(t)=j[wj(t)TjiAjiwi(t)TijAij].