Appendix AMatrix Theory and Linear Algebra

The material in this appendix can be found in, for example, 125127. Given a vector images, the class of images‐norms is defined as

equation

In this book, we primarily use the 1‐ and 2‐norms:

equation

If images and images are any two different images‐norms, then there exist constants images and images such that

equation

For example, it can be found that

equation

For any matrix , the eigenvalues are the roots of the characteristic ...

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