J. N. Hooker: Needed: An Empircal Science of Algorithms
J. N. Hooker: Testing Heuristics: We have It All Wrong
D. S. Johnson: A Theoretican's Guide to the Experimental Analysis of Algorithms
C. C. McGeoch : Toward an Experimental Method of Algorithm Simulation
C. C. McGeoch, D. Precup, and P. R. Cohen: How to Find Big - Oh in Your Data Set (and How Not to)