How small are the children? I've had great luck reducing my load by having my kids carry their own stuff. You can buy a small slingpack at Wal-mart. It holds more than a fanny pack, but not so much that you'll be walking bent backward. The kids have room for their autograph book, camera, and any small purchases that they make.
Marie