Math Problem Statement
Determine if b is in the span of the other given vectors. If so, express b as a linear combination of the other vectors. (If b cannot be written as a linear combination of the other two vectors, enter DNE in both answer blanks.) a1 =
−1
3 −1 , a2 =
−2
−3 6 , b =
−5
6 3
Solution
To determine whether the vector can be written as a linear combination of vectors and , we need to solve the equation:
Where:
This gives the following system of equations:
We now solve this system to determine if and exist.
Equation 1:
This simplifies to:
Equation 2:
Dividing the entire equation by 3:
Equation 3:
This simplifies to:
Now, we can solve these equations step by step.
From Eq 2, we have .
Substitute into Eq 1:
Now, substitute back into Eq 2:
Check Solution with Eq 3:
Substitute and into Eq 3: This is true, so the solution is valid.
Thus, can be written as a linear combination of and :
Final Answer:
Do you need more details or have any questions?
Here are 5 relative questions to expand on this concept:
- What is the geometric interpretation of linear combinations and vector spans?
- How can you determine if three vectors are linearly dependent or independent?
- What does it mean for a vector to be in the span of other vectors?
- How does the row-reduction method help in solving systems of linear equations like this?
- Can the cross product be used to find relationships between vectors in 3D space?
Tip: Always check your solution by substituting the found coefficients back into the original equations to ensure consistency.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Vector Spaces
Linear Combinations
Systems of Equations
Formulas
c1 * a1 + c2 * a2 = b
Solving system of linear equations via substitution
Theorems
Linear Combination Theorem
Span of Vectors
Suitable Grade Level
Undergraduate Level (College Algebra, Linear Algebra)
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