Before revision:  Finally, we examine our theory with Monte-Carlo agent-based simulations  .
After revision:  Finally, we examine our theory with Monte-Carlo agent-based simulations , and verify that our results qualitatively agree well with the experimental results in Y. Kalinin et al. (2010) .