A new model of the complex adaptive systems is established, and the theory developed by the author on the kinetic evolution and phase transition of complex adaptive systems is extended to the general case, with which some more realistic complex adaptive systems may be described- As an application of the new model, we compare the simulation results of winning the toss with the corresponding theoretical one given in this paper- The theoretical results turn out to be in good accordance with the simulation-