The thesis is accomplished with the assistance of many people which may not be mentioned at all. Firstly, I would like to thank you very much my advisor and co-advisors; Asst.Prof. PiyakarnTeartisup, Asst. Prof.SuwaleeWorakhunpiset and Dr.BoripatSiriaroonrat for provide the knowledge, advice, suggestion and guidance to my thesis with attention in every step