Thanks for the suggestions. My problem is that the stock brakes have too much reach for the wheel I'm using. Your suggestion about the brake bridge gave me an idea. This bike has a flat plate brake bridge. I might be able to fix the problem by just drilling another hole through the brake bridge higher up.