Why could you find mountains and valleys in similar places?

Well, there are two ways to look at it. Valleys are merely the absence of mountains, right? But mountains and valleys are created in the same process, which is the crumpling of the Earth's crust by tectonic plates. You can see how this works by pushing against the blanket on your bed. Little hills and valleys will be created in the direction you're pushing.