part1. Why we use stochastic simulation
part2 Gillespie algorithm(stochastic simulation algorithm)
"It is a relatively simple digital computer algorithm which uses a rigorously derived Monte Carlo procedure to numerically simulate the time evolution of the given chemical system."
Daniel T. Gillespie
DOI: 10.1021/j100540a008