A First Course in Linear Algebra · Problem RQ-VR-2

Representations — Robert Beezer

Mathematics — Linear Algebra · vector-representations

Problem

A basis for C3\mathbb{C}^3 is B={[12−1],[3−12],[111]}B = \left\{\begin{bmatrix} 1 \\ 2 \\ -1 \end{bmatrix}, \begin{bmatrix} 3 \\ -1 \\ 2 \end{bmatrix}, \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix}\right\} Compute ρB([58−1])\rho_B\left(\begin{bmatrix} 5 \\ 8 \\ -1 \end{bmatrix}\right).
Intuitive explanation

The core concept here is change of basis: you're finding the coordinates of a vector with respect to a non-standard basis BB. Rather than the usual standard basis, you need to express the given vector as a linear combination of BB's vectors—those coefficients are exactly what ρB\rho_B (the coordinate map) returns. Set up a system where c1b1+c2b2+c3b3c_1 \mathbf{b}_1 + c_2 \mathbf{b}_2 + c_3 \mathbf{b}_3 equals your target vector, then solve for c1,c2,c3c_1, c_2, c_3.

Intuitive explanation

The core concept here is change of basis: you're finding the coordinates of a vector with respect to a non-standard basis BB. Rather than the usual standard basis, you need to express the given vector as a linear combination of BB's vectors—those coefficients are exactly what ρB\rho_B (the coordinate map) returns. Set up a system where c1b1+c2b2+c3b3c_1 \mathbf{b}_1 + c_2 \mathbf{b}_2 + c_3 \mathbf{b}_3 equals your target vector, then solve for c1,c2,c3c_1, c_2, c_3.

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