The fundamentals of optimum experimental design theory are presented in this volume, each chapter is a self-contained topic, illustrated with examples drawn from science and engineering. The advantages of a statistical approach to the design of experiments and the general theory of optimum design are discussed. Specific experiments are detailed and algorithms for the construction of designs are given.