10 Stochastic processes

Traditional approach:

  • deterministic systems, described by ODE rate equations
  • Only approximation: large molecule numbers, well stirred compartments & bulk reactions

Stochastic approach:

  • master equation: evolution of probability distribution
  • Gillespie algorithm: individual stochastic trajectories