jmc

We recognize 8, 15, and 17 as a Pythagorean triple. Since the hypotenuse is the longest side of the right triangle, the altitude to the hypotenuse is the shortest of the altitudes. The other two altitudes are just the legs themselves, therefore $8+15=\boxed{23}.$