This volume comprises papers originating from an interdisciplinary workshop on biocomputation entitled Evolution as a Computational Process, held in Monterey, California in July 1992. The book is devoted to viewing biological evolution as a giant computational process being carried out over a vast spatial and temporal scale. Computer scientists, mathematicians and physicists may learn about optimization from looking at natural evolution, and biologists may learn about evolution from studying artificial life, game theory and mathematical optimization.