Appendix A

Useful Mathematical and Matrix Properties

Some mathematical and matrix properties [HJ95] used throughout this book are summarized here:

(1) image

(2) image

(3) image

(4) Cauchy-Schwartz’s inequality: image

(5) Hadamard’s inequality: image if of size

(6) Fischer’s ...

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