First and foremost, I have to thank my supervisors, Mr.Seaksan Sooksert, Mr. Chalat Tangnoi and Mr.Chanachai Chase. For the valuable advice on how to choose a topic that is very useful for me and their assistance and dedicated involvement in every step throughout the process, I would like to thank you very much for your support and understanding over these past 2 years.