Math Problem Statement
prove that $\vec{U} = \binom{2}{-3}$ is a linear combination of the vectors $\vec{V}_1 = \binom{-0.5}{2}$ and $\vec{V}_2 = \binom{1}{1}$,
Solution
To prove that is a linear combination of the vectors and , we need to find scalars and such that:
Substituting the given vectors into this equation, we get:
This equation can be written as a system of linear equations:
This gives us the following system of equations:
We can solve this system using substitution or elimination. First, let's solve equation (1) for :
Next, substitute this expression for into equation (2):
Simplify and solve for :
Now, substitute back into the expression for :
Therefore, the scalars and satisfy the system of equations. Thus, we can write:
So, is indeed a linear combination of and with the coefficients and .
Would you like more details on any part of this process or have any questions?
Here are some related questions:
- What is a linear combination of vectors?
- How do you solve a system of linear equations?
- What is the significance of the coefficients in a linear combination?
- How can you determine if a set of vectors is linearly independent?
- Can a vector be a linear combination of non-basis vectors?
- How does the dimension of a vector space relate to linear combinations?
- What is the geometric interpretation of a linear combination of vectors?
- What role do linear combinations play in vector spaces and subspaces?
Tip: When solving a system of linear equations, you can use methods like substitution, elimination, or matrix operations such as row reduction to find the solution efficiently.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Vector Spaces
Linear Combinations
System of Linear Equations
Formulas
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Theorems
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Suitable Grade Level
Undergraduate
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