All probabilities are normalized, meaning that ∑jTi→j=1. Using the latter, we can rewrite the previous equation as wi(t+1)=wi(t)+∑j[wj(t)Tj→iAj→i−wi(t)Ti→jAi→j], which can be rewritten as wi(t+1)−wi(t)=∑j[wj(t)Tj→iAj→i−wi(t)Ti→jAi→j].