In this paper, the numerical simulation of master equation based on the DBTJ (Double Barrier Tunneling Junctions) of SET ( Single Election Transistor) using genetic algorithm are discussed. The numerical fittings are done for the Coulomb staircase of nanoscale particle self-assembly system. We find genetic algorithms are good for the fitting.