Linear Algebra and Its Applications (5th Edition)

Published by Pearson
ISBN 10: 032198238X
ISBN 13: 978-0-32198-238-4

Chapter 6 - Orthogonality and Least Squares - 6.2 Exercises - Page 346: 1

Answer

Since the pair $u_{1}$ and $u_{3}$ is not orthogonal, the set of vectors is not orthogonal.

Work Step by Step

Note: Vectors can be rewritten using <>, so $u_{1}$ = $u_{2}$ = <5, 2, 1> $u_{3}$ = <3, -4, -7> To determine if the set is orthogonal, we determine if each pair of distinct vectors is orthogonal. If all the pairs are, then the set is orthogonal. Note: To determine if a pair is orthogonal, we take the dot product, and see if the dot product is equal to 0. The first pair is $u_{1}$ and $u_{2}$. $u_{1}$∙$u_{2}$ = ∙<5, 2, 1> = (-1)5 + 4(2) + (-3)1 = -5 + 8 + (-3) = 0 Since $u_{1}$∙$u_{2}$ = 0, the set is orthogonal. The second pair is $u_{1}$ and $u_{3}$. $u_{1}$∙$u_{3}$ = ∙<3, -4, -7> = (-1)3 + (4)(-4) + (-3)(-7) = -3 + (-16) + 21 = 2 Since $u_{1}$∙$u_{3}$ $\ne$ 0, the set is not orthogonal. The third pair is $u_{2}$ and $u_{3}$. $u_{2}$∙$u_{3}$ = <5, 2, 1>∙<3, -4, -7> = (5)3 + (2)(-4) + (1)(-7) = 15 + (-8) + -7 = 0 Since $u_{2}$∙$u_{3}$ = 0, the set is orthogonal. Since the pair $u_{1}$ and $u_{3}$ is not orthogonal, the set of vectors is not orthogonal.
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