ii Approval of the Graduate School of the Natural and Applied Sciences Prof. Dr. Canan Özgen Director I certify that this thesis satisfies all the requirements as a thesis for the degree of Doctor of Philosophy. Prof. Dr. Ömer Geban Head of Department This is to certify that we have read this thesis and that in our opinion it is full