Math Problem Statement
Let a linear map $T:R^2 -> R^3$ defined by $T\begin{pmatrix}2\1\end{pmatrix}=\begin{pmatrix}2\3\-3\end{pmatrix}$, $T\begin{pmatrix}1\2\end{pmatrix}=\begin{pmatrix}-2\4\0\end{pmatrix}$.
Then $T\begin{pmatrix}1\-4\end{pmatrix}$ is equal to a. $\begin{pmatrix}{r}0\4\end{pmatrix}$ b. $\begin{pmatrix}{r}0\4\end{pmatrix}$ c. $\begin{pmatrix}{r}0\4\end{pmatrix}$ d. $\begin{pmatrix}{r}2\0\2\end{pmatrix}$ e. $\begin{pmatrix}{r}2\0\2\end{pmatrix}$
Solution
To find , we first need to determine the linear transformation based on the given information.
The linear map is defined by:
Any vector in can be written as a linear combination of and . Thus:
We need to solve for and in the equation:
This gives us the system of linear equations:
We can solve this system using substitution or elimination. Let's use elimination:
Multiply equation (1) by 2:
Subtract equation (2) from equation (3):
Substitute into equation (1):
Thus, we have and . Therefore:
We now use the linearity of :
Therefore, is equal to .
None of the provided answer choices match , so it seems there may have been an error in the provided options.
Do you want more details or have any questions?
Here are five more questions you could ask:
- How do you find the kernel of a linear transformation?
- Can you explain how to compute the determinant of a 3x3 matrix?
- How do you solve a system of linear equations using matrix inversion?
- What is the significance of eigenvalues and eigenvectors in linear algebra?
- How do you determine if a set of vectors forms a basis for a vector space?
Tip: When solving systems of linear equations, it is often helpful to use matrix methods such as Gaussian elimination for efficiency and clarity.
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Math Problem Analysis
Mathematical Concepts
Linear Transformation
Matrix Operations
System of Linear Equations
Formulas
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Theorems
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Suitable Grade Level
Advanced High School