Math Problem Statement
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Solution
To solve this, we need to determine the kernel of the linear transformation given by:
[ T[x, y, z] = [2x - 5y + z, x + 3z] ]
The kernel of a linear transformation consists of all vectors in such that . This means we need to solve the following system of equations:
Let's proceed to solve this system:
From the second equation, we can express as:
Substitute this into the first equation:
Thus, we have and , and we can write the general solution as: [ [x, y, z] = z[-3, -1, 1] ]
Therefore, the kernel of is spanned by the vector , and we can express the kernel as:
Thus, the correct answer is:
Would you like further explanation on this or have any more questions related to it?
Here are a few related questions:
- How do you determine the kernel of a linear transformation?
- What is the rank-nullity theorem, and how does it relate to the kernel?
- How do you interpret the kernel geometrically?
- What is the difference between the kernel and image of a linear transformation?
- How do you find the image of a linear transformation?
Tip: To solve systems of equations involving linear transformations, always begin by setting the transformation equal to the zero vector and solving the system for the unknowns.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Kernel of a Linear Transformation
Systems of Linear Equations
Formulas
T[x, y, z] = [2x - 5y + z, x + 3z]
Kernel of T: Solve T[x, y, z] = [0, 0]
Theorems
Definition of Kernel in Linear Transformations
Suitable Grade Level
Undergraduate (Linear Algebra)
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