I have to disagree with you. Reducing the width of the tire would only reduce the amount of traction available to the vehicle and make it less stable when turning and accelerating. It shouldn't have any effect on the amount of fuel the vehicle consumes.

Take, for example, early vehicles which used thin bicycle-style tires. There is a reason they are not in use anymore.