Application of Beam-beam Interaction to a Particle Density Function In conjunction with the Fokker-Planck propagator method, beam-beam interaction is applied to a particle density function. Combined with the propagators for the rest of the storage ring, we are able to investigate the tail of the particle density function without unphysical run-to-run fluctuation intrinsic to macro-particle Monte Carlo simulations.