Functions of Matrices: Theory and Computation by Nicholas J. Higham (Hardback, 2008)

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The author's elegant presentation focuses on the equivalent definitions of f(A) via the Jordan canonical form, polynomial interpolation, and the Cauchy integral formula, and features an emphasis on results of practical interest and an extensive collection of problems and solutions.