This book includes an expanded first chapter reviewing useful tools from analysis and linear algebra. Subsequent chapters include clearly structured expositions covering the motivation practical considerations and theory for each class of method. The book includes over 250 problems exploring practical and theoretical quesitons and 32 pseudocodes to help students implement the methods. Pre. ed.: 1998.