Stochastic algorithms for solving Smoluchowski equation with random coefficients governing the coagulation processes are constructed. Several explicit results are given which then are used for testing the Monte Carlo algorithm. The double randomization technique is applied to study how the intermittency of an isotropic turbulence affects the rate of the particle formation in the turbulent coagulation regime.