UC Berkeley College of Engineering faculty

Stuart_Dreyfus

A native of Terre Haute, Indiana, Stuart E. Dreyfus is professor emeritus at University of California, Berkeley in the Industrial Engineering and Operations Research Department. While at the Rand Corporation he was a programmer of the JOHNNIAC computer. While at Rand he coauthored Applied Dynamic Programming with Richard Bellman. Following that work, he was encouraged to pursue a Ph.D. which he completed in applied mathematics at Harvard University in 1964, on the calculus of variations. In 1962, Dreyfus simplified the Dynamic Programming-based derivation of backpropagation (due to Henry J. Kelley and Arthur E. Bryson) using only the chain rule. He also coauthored Mind Over Machine with his brother Hubert Dreyfus in 1986.

Donald_G._Malcolm

Donald G. Malcolm (March 26, 1919 - June 18, 2007) was an American organizational theorist, professor and dean at Cal State L.A.'s College of Business and Economics and management consultant, known as co-developer of the Performance, Evaluation, and Review Technique (PERT).