This book covers the application of functional analysis and operator theory to concrete asymptotic problems of linear algebra. The approach is heavily based on Banach Algebra techniques and nicely demonstrates the usefulness of C*-algebras and local principles in numerical analysis. The authors are leading researchers in the field of functional analysis.