
Chapter 9
Eigenvalue Bounds
9.1 Introduction and Notation ....................................... 124
9.1.1 Eigenvalues and Singular Values ........................ 124
9.1.2 Vector and Matrix Norms ............................... 125
9.1.3 Some Examples of Induced Matrix Norms .............. 126
9.2 Overview ......................................................... 128
9.3 Cimmino’s Algorithm ............................................ 130
9.4 The Landweber Algorithms ...................................... 130
9.4.1 Finding the Optimum γ ................................. 131
9.4.2 The Projected Landweber Algorithm ................... 132
9.5 Some Upp ...