Elementary Linear Algebra 7th Edition

Published by Cengage Learning
ISBN 10: 1-13311-087-8
ISBN 13: 978-1-13311-087-3

Chapter 2 - Matrices - 2.1 Operations with Matrices - 2.1 Exercises - Page 50: 67

Answer

(a) \begin{align*} \operatorname{Tr}(A+B)&=\sum_{i=1}^{n} (a_{i i} +b_{ii})\\ &=\sum_{i=1}^{n} a_{i i} +\sum_{i=1}^{n}b_{ii}\\ &=\operatorname{Tr}(A)+\operatorname{Tr}(B). \end{align*} (b) \begin{align*} \operatorname{Tr}(cA )&=\sum_{i=1}^{n} (ca_{i i} )\\ &=c\sum_{i=1}^{n} a_{i i} \\ &=c\operatorname{Tr}(A). \end{align*}

Work Step by Step

(a) \begin{align*} \operatorname{Tr}(A+B)&=\sum_{i=1}^{n} (a_{i i} +b_{ii})\\ &=\sum_{i=1}^{n} a_{i i} +\sum_{i=1}^{n}b_{ii}\\ &=\operatorname{Tr}(A)+\operatorname{Tr}(B). \end{align*} (b) \begin{align*} \operatorname{Tr}(cA )&=\sum_{i=1}^{n} (ca_{i i} )\\ &=c\sum_{i=1}^{n} a_{i i} \\ &=c\operatorname{Tr}(A). \end{align*}
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