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Quiz dossier / The Matrix Cookbook

10 - Functions and Operators

Advanced formula selection, assumption checking, and exact application for Functions and Operators, book pages 58-63.

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Question 1

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Matrix functions and power series

Let a scalar function have a convergent power series on the spectrum/domain of AA.

ValidInvalidStatement
The corresponding matrix function can be defined by substituting powers of AA
eA=I+A+A2/2!+e^A=I+A+A^2/2!+\cdots
eA+B=eAeBe^{A+B}=e^Ae^B for arbitrary noncommuting A,BA,B
Diagonalization can reduce a matrix function to scalar functions of eigenvalues when valid