By Inman Harvey. Doctoral Thesis on the theory and practice of Evolutionary Robotics. This has implications for Cognitive Science, Philosophy of Mind including a Dynamical Systems approach to cognition; and for Artificial Evolution, the use of Genetic Algorithms for design purposes. Also available as free download version (1.4Mb) from tinyurl.com/zrshk