Table of Contents

List of symbols and acronyms; List of iterative algorithm templates; List of direct algorithms; List of figures; List of tables; 1: Introduction; 2: A brief tour of Eigenproblems; 3: An introduction to iterative projection methods; 4: Hermitian Eigenvalue problems; 5: Generalized Hermitian Eigenvalue problems; 6: Singular Value Decomposition; 7: Non-Hermitian Eigenvalue problems; 8: Generalized Non-Hermitian Eigenvalue problems; 9: Nonlinear Eigenvalue problems; 10: Common issues; 11: Preconditioning techniques; Appendix: of things not treated; Bibliography; Index .

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This provides a unified overview of theory, algorithms, and practical software for eigenvalue problems.