I used the hair simulation that comes with blender and the emitter is the head. Because the default parameters will make the hair too soft, I slightly adjusted the Damping, the specific value as shown in the picture. Then click bake to start the simulation.
Because the original file memory is too large, I opened a new blender to simulate, and intend to use nuke composite in the end of the hair.