With the object selected each object must have same properties. So in Physics Tab -> Under Rigid Body Dynamics -> (Tick mark on) Enable Deactivation
To appy all the properties of a single object select all the object you need to move and at last select the object which has the properties enable. In the Tool shelf Physics Tab -> Rigid Body Tools -> Copy from active.
Note : How long the time line is till the object are moving.