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Exercise 5

Avg difficulty 2.5

Consider the vectors v1=[2−1−2],v2=[031],v3=[44−2].\vvec_1 = \left[\begin{array}{r} 2 \\ -1 \\ -2 \end{array}\right], \vvec_2 = \left[\begin{array}{r} 0 \\ 3 \\ 1 \end{array}\right], \vvec_3 = \left[\begin{array}{r} 4 \\ 4 \\ -2 \end{array}\right].

  1. Can you express the vector b=[101−8]\bvec=\left[\begin{array}{r} 10 \\ 1 \\ -8 \end{array}\right] as a linear combination of v1\vvec_1, v2\vvec_2, and v3\vvec_3? If so, describe all the ways in which you can do so.

  2. Can you express the vector b=[371]\bvec=\left[\begin{array}{r} 3 \\ 7 \\ 1 \end{array}\right] as a linear combination of v1\vvec_1, v2\vvec_2, and v3\vvec_3? If so, describe all the ways in which you can do so.

  3. Show that v3\vvec_3 can be written as a linear combination of v1\vvec_1 and v2\vvec_2.

  4. Explain why any linear combination of v1\vvec_1, v2\vvec_2, and v3\vvec_3, av1+bv2+cv3,a\vvec_1 + b\vvec_2 + c\vvec_3, can be rewritten as a linear combination of just v1\vvec_1 and v2\vvec_2.

Austin, Understanding Linear Algebra, §2.1 Vectors and linear combinations, Exercise 5

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Adapted from Understanding Linear Algebra © 2023 David Austin. Licensed under CC BY 4.0. Source: Understanding Linear Algebra. Imported at revision 3e6dced.