Math Problem Statement

Let T: R³ R² be a linear transformation, where R³ and R2 are the vector spaces over the same field R, defined by

T(x1, x2, x3) = (x1, x2). Then Ker(T) =?

a. {(0,0,0)}

b. {(0,0,x) : x ∈ R}

c. {(0,x,0): x ∈ R}

d. {(x,0,0) : x ∈

Solution

We are given the linear transformation T:R3R2T: \mathbb{R}^3 \to \mathbb{R}^2 defined by:

T(x1,x2,x3)=(x1,x2)T(x_1, x_2, x_3) = (x_1, x_2)

To find the kernel of TT:

The kernel of TT, denoted Ker(T)\text{Ker}(T), consists of all vectors (x1,x2,x3)R3(x_1, x_2, x_3) \in \mathbb{R}^3 that are mapped to the zero vector in R2\mathbb{R}^2, i.e.,

T(x1,x2,x3)=(0,0)T(x_1, x_2, x_3) = (0, 0)

This means that:

T(x1,x2,x3)=(x1,x2)=(0,0)T(x_1, x_2, x_3) = (x_1, x_2) = (0, 0)

Thus, for a vector (x1,x2,x3)(x_1, x_2, x_3) to be in the kernel, it must satisfy:

x1=0andx2=0x_1 = 0 \quad \text{and} \quad x_2 = 0

However, there is no condition on x3x_3. Therefore, the kernel consists of all vectors of the form (0,0,x3)(0, 0, x_3), where x3Rx_3 \in \mathbb{R}.

Conclusion:

The kernel of TT is:

Ker(T)={(0,0,x3):x3R}\text{Ker}(T) = \{(0, 0, x_3) : x_3 \in \mathbb{R}\}

This matches option b:

b.{(0,0,x):xR}\boxed{b. \{(0, 0, x) : x \in \mathbb{R}\}}

Would you like further details or have any questions?

Here are 5 related questions:

  1. What is the definition of the image (range) of a linear transformation?
  2. How do we compute the rank of a linear transformation like TT?
  3. What is the rank-nullity theorem and how does it apply to this problem?
  4. Can the kernel of a linear transformation be the whole domain?
  5. How does the matrix representation of TT help in finding its kernel?

Tip: The kernel of a transformation tells you about the solutions to T(v)=0T(v) = 0 and reveals which inputs get "collapsed" to zero.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Linear Transformations
Kernel of a Transformation

Formulas

T(x1, x2, x3) = (x1, x2)
Ker(T) = {(0, 0, x3) : x3 ∈ R}

Theorems

Definition of Kernel of a Linear Transformation
Rank-Nullity Theorem

Suitable Grade Level

Undergraduate Mathematics