Math Problem Statement

express the vector v = <1, 0, 5> as a linear combination of x = <1, -4, 1> and y = <2, -4, 6>

Solution

We are tasked with expressing the vector v=1,0,5v = \langle 1, 0, 5 \rangle as a linear combination of two given vectors x=1,4,1x = \langle 1, -4, 1 \rangle and y=2,4,6y = \langle 2, -4, 6 \rangle.

A linear combination of vectors xx and yy takes the form:

v=ax+byv = a \cdot x + b \cdot y

This can be written as:

1,0,5=a1,4,1+b2,4,6\langle 1, 0, 5 \rangle = a \cdot \langle 1, -4, 1 \rangle + b \cdot \langle 2, -4, 6 \rangle

Expanding both sides:

1,0,5=a1+b2,a(4)+b(4),a1+b6\langle 1, 0, 5 \rangle = \langle a \cdot 1 + b \cdot 2, a \cdot (-4) + b \cdot (-4), a \cdot 1 + b \cdot 6 \rangle

This gives us three equations corresponding to the components of the vectors:

  1. a+2b=1a + 2b = 1
  2. 4a4b=0-4a - 4b = 0
  3. a+6b=5a + 6b = 5

Now, let's solve this system of equations.

Step 1: Solve the second equation

From the second equation:

4a4b=0a+b=0a=b-4a - 4b = 0 \quad \Rightarrow \quad a + b = 0 \quad \Rightarrow \quad a = -b

Step 2: Substitute a=ba = -b into the first and third equations

Substitute into the first equation:

(b)+2b=1b=1(-b) + 2b = 1 \quad \Rightarrow \quad b = 1

Substitute b=1b = 1 into a=ba = -b:

a=1a = -1

Step 3: Verify with the third equation

Substitute a=1a = -1 and b=1b = 1 into the third equation:

(1)+6(1)=51+6=5(-1) + 6(1) = 5 \quad \Rightarrow \quad -1 + 6 = 5

The third equation is satisfied.

Thus, the solution is a=1a = -1 and b=1b = 1.

Final Answer:

The vector v=1,0,5v = \langle 1, 0, 5 \rangle can be written as:

v=1x+1yv = -1 \cdot x + 1 \cdot y

Or more explicitly:

v=1,4,1+2,4,6v = - \langle 1, -4, 1 \rangle + \langle 2, -4, 6 \rangle

Would you like more details on any step? Here are some related questions to consider:

  1. What is the general method for solving systems of equations in linear algebra?
  2. Can this method be extended to more than two vectors?
  3. How do you check if two vectors are linearly independent?
  4. What is the geometric interpretation of expressing a vector as a linear combination?
  5. How would the process change if there were more than two vectors involved?

Tip: When solving systems of equations, substitution is often quicker when one equation can be simplified early on.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Vectors
Linear Combination
Systems of Equations

Formulas

v = a * x + b * y
a + 2b = 1
-4a - 4b = 0
a + 6b = 5

Theorems

Linear Combination Theorem

Suitable Grade Level

Undergraduate Level or Advanced High School (Grades 11-12)