The objective of the book is to present recently developed theories and techniques in optimal design and analysis of experiments, along with related methods such as linear and nonlinear models and quality control. The book will be of use to research workers in most branches of applied science, and could also be used as a reference or textbook in universities. The main mathematical prerequisites are matrix algebra, mathematical statistics and some knowledge of statistical inference and optimization theory.