ISTANBUL TECHNICAL UNIVERSITY GRADUATE SCHOOL OF SCIENCE ENGINEERING AND TECHNOLOGY Ph.D. THESIS MODEL BASED OPTIMAL LONGITUDINAL VEHICLE CONTROL Murat ÖTKÜR Mechanical Engineering Department Mechanical Engineering Program SEPTEMBER 2016