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 as a linear combination of two given vectors and .
A linear combination of vectors and takes the form:
This can be written as:
Expanding both sides:
This gives us three equations corresponding to the components of the vectors:
Now, let's solve this system of equations.
Step 1: Solve the second equation
From the second equation:
Step 2: Substitute into the first and third equations
Substitute into the first equation:
Substitute into :
Step 3: Verify with the third equation
Substitute and into the third equation:
The third equation is satisfied.
Thus, the solution is and .
Final Answer:
The vector can be written as:
Or more explicitly:
Would you like more details on any step? Here are some related questions to consider:
- What is the general method for solving systems of equations in linear algebra?
- Can this method be extended to more than two vectors?
- How do you check if two vectors are linearly independent?
- What is the geometric interpretation of expressing a vector as a linear combination?
- 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)
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