A new method is used to control chaos and hyperchaos in nonlinear system by phase space compression-As examples,the Henon map and Lorenz system as well as Rossler hyperchaotic system are researched numberically- The results show that the behavior of chaos and hyperchaos in the nonlinear system can be controlled effectivelly by phase space compression and 98P high periodic stable orbits can be obtained-