This page explores stochastic matrices and their applications in difference equations and Markov chains, particularly in Google's PageRank algorithm. It defines difference equations, highlights the si...This page explores stochastic matrices and their applications in difference equations and Markov chains, particularly in Google's PageRank algorithm. It defines difference equations, highlights the significance of eigenvalues and long-term behavior, and discusses the Perron-Frobenius theorem.