Math Problem Statement

For what value(s) of h is b in the plane spanned by a1 and a2, where a1 = [1, 4, -2], a2 = [-2, -3, 7], and b = [4, 1, h]?

Solution

The problem is asking for the value(s) of hh such that the vector b=[41h]\mathbf{b} = \begin{bmatrix} 4 \\ 1 \\ h \end{bmatrix} lies in the plane spanned by the vectors a1=[142]\mathbf{a}_1 = \begin{bmatrix} 1 \\ 4 \\ -2 \end{bmatrix} and a2=[237]\mathbf{a}_2 = \begin{bmatrix} -2 \\ -3 \\ 7 \end{bmatrix}.

For b\mathbf{b} to be in the plane spanned by a1\mathbf{a}_1 and a2\mathbf{a}_2, there must exist scalars x1x_1 and x2x_2 such that:

x1a1+x2a2=bx_1 \mathbf{a}_1 + x_2 \mathbf{a}_2 = \mathbf{b}

This can be written as a system of equations by expressing the vectors explicitly:

x1[142]+x2[237]=[41h]x_1 \begin{bmatrix} 1 \\ 4 \\ -2 \end{bmatrix} + x_2 \begin{bmatrix} -2 \\ -3 \\ 7 \end{bmatrix} = \begin{bmatrix} 4 \\ 1 \\ h \end{bmatrix}

Breaking this into component equations, we get:

  1. x12x2=4x_1 - 2x_2 = 4
  2. 4x13x2=14x_1 - 3x_2 = 1
  3. 2x1+7x2=h-2x_1 + 7x_2 = h

We can solve the first two equations for x1x_1 and x2x_2, and then substitute those values into the third equation to solve for hh.

Solving the system:

  1. From equation 1: x1=4+2x2x_1 = 4 + 2x_2
  2. Substitute x1=4+2x2x_1 = 4 + 2x_2 into equation 2:

4(4+2x2)3x2=14(4 + 2x_2) - 3x_2 = 1

16+8x23x2=116 + 8x_2 - 3x_2 = 1

16+5x2=116 + 5x_2 = 1

5x2=155x_2 = -15

x2=3x_2 = -3

  1. Substitute x2=3x_2 = -3 into x1=4+2x2x_1 = 4 + 2x_2:

x1=4+2(3)=46=2x_1 = 4 + 2(-3) = 4 - 6 = -2

Now that we have x1=2x_1 = -2 and x2=3x_2 = -3, substitute these into the third equation 2x1+7x2=h-2x_1 + 7x_2 = h:

2(2)+7(3)=h-2(-2) + 7(-3) = h

421=h4 - 21 = h

h=17h = -17

Thus, the value of hh is 17\boxed{-17}.


Would you like a detailed explanation of any step or more examples? Here are 5 related questions you might find interesting:

  1. What is the geometric interpretation of a vector being in the span of two other vectors?
  2. How do we solve systems of linear equations using matrices?
  3. Can vectors in R3\mathbb{R}^3 span more than a plane?
  4. How can we check if a set of vectors are linearly independent?
  5. What does it mean if the system of equations has no solution?

Tip: When dealing with systems of linear equations, using matrix methods like Gaussian elimination can help solve them efficiently.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Vector Spaces
Systems of Linear Equations

Formulas

x1 * a1 + x2 * a2 = b
Solving linear systems using substitution

Theorems

Span of Vectors
Linear Combination Theorem

Suitable Grade Level

Undergraduate Linear Algebra