Presents the application of Genetic Programming (GP) to a variety of problems involving automated synthesis of controllers, circuits, antennas, genetic networks, and metabolic pathways. This book describes fifteen instances where GP has created an entity that either infringes the functionality of a previously patented 20th-century invention.