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Determine whether the vectors v₁ = (1, 0), v₂ = (0, 1) are linearly independent in R².

Mathematics

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Answer

a1=2,a2=−4,a3=3a_1 = 2, a_2 = -4, a_3 = 3

Step-by-step solution

4 steps

To express v=(3,7,−4)v = (3, 7, -4) as a linear combination of v1=(1,2,3)v_1 = (1, 2, 3), v2=(2,3,7)v_2 = (2, 3, 7), and v3=(3,5,6)v_3 = (3, 5, 6), we need to find scalars a1,a2,a3a_1, a_2, a_3 such that:

v=a1v1+a2v2+a3v3v = a_1 v_1 + a_2 v_2 + a_3 v_3 (3,7,−4)=a1(1,2,3)+a2(2,3,7)+a3(3,5,6)(3, 7, -4) = a_1 (1, 2, 3) + a_2 (2, 3, 7) + a_3 (3, 5, 6)
  1. Formulate the system of linear equations.

    Expanding the vector equation gives:

    (3,7,−4)=(a1+2a2+3a3,2a1+3a2+5a3,3a1+7a2+6a3)(3, 7, -4) = (a_1 + 2a_2 + 3a_3, 2a_1 + 3a_2 + 5a_3, 3a_1 + 7a_2 + 6a_3)

    Equating the components, we get the following system:
    \begin{align*} a_1 + 2a_2 + 3a_3 &= 3 \ 2a_1 + 3a_2 + 5a_3 &= 7 \ 3a_1 + 7a_2 + 6a_3 &= -4 \end{align*}

  2. Write the augmented matrix for the system.

    [123∣3235∣7376∣−4]\begin{bmatrix} 1 & 2 & 3 & | & 3 \\ 2 & 3 & 5 & | & 7 \\ 3 & 7 & 6 & | & -4 \end{bmatrix}
  3. Perform row operations to achieve row echelon form.

    Apply R2→R2−2R1R_2 \to R_2 - 2R_1 and R3→R3−3R1R_3 \to R_3 - 3R_1:

    [123∣30−1−1∣101−3∣−13]\begin{bmatrix} 1 & 2 & 3 & | & 3 \\ 0 & -1 & -1 & | & 1 \\ 0 & 1 & -3 & | & -13 \end{bmatrix}

    Apply R3→R3+R2R_3 \to R_3 + R_2:

    [123∣30−1−1∣100−4∣−12]\begin{bmatrix} 1 & 2 & 3 & | & 3 \\ 0 & -1 & -1 & | & 1 \\ 0 & 0 & -4 & | & -12 \end{bmatrix}
  4. Solve the system using back-substitution.

    From the third row:

    −4a3=−12  ⟹  a3=−12−4  ⟹  a3=3-4a_3 = -12 \implies a_3 = \frac{-12}{-4} \implies a_3 = 3

    From the second row:

    −a2−a3=1-a_2 - a_3 = 1 −a2−3=1  ⟹  −a2=4  ⟹  a2=−4-a_2 - 3 = 1 \implies -a_2 = 4 \implies a_2 = -4

    From the first row:

    a1+2a2+3a3=3a_1 + 2a_2 + 3a_3 = 3 a1+2(−4)+3(3)=3a_1 + 2(-4) + 3(3) = 3 a1−8+9=3a_1 - 8 + 9 = 3 a1+1=3  ⟹  a1=2a_1 + 1 = 3 \implies a_1 = 2

    The scalars are a1=2a_1 = 2, a2=−4a_2 = -4, and a3=3a_3 = 3.

    The final answer is a1=2,a2=−4,a3=3a_1 = 2, a_2 = -4, a_3 = 3.

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