This book is a translation of the seventh German edition 1993 with a few upsates and changes of emphasis implemented by the new coauthor, Frank Uhlig of Auburn University. Our book has twofold purpose : for one it gives an informal introduction to the mathematical and computationall principles of over 150 numerical algorithms, complete with many illustrations, as will as practical guidelines to…