The basic trouble is that nature is so complex that many quite different theories can go some way to explaining the results.... What constraints can be used as a guide through the jungle of possible theories? It seems to me that the only useful constraints are contained in the experimental evidence.
What Mad Pursuit: A Personal View of Scientific Discovery, Chapter 13 (p. 141), Basic Books, Inc., Publishers. 1988