Math Problem Statement

Definieren Sie eine lineare Abbildung f : ℝ^2 → ℝ^2 mit Kern(f) = Bild(f).

Solution

The exercise prompt is in German, and it translates to:

"Define a linear map f:R2R2f: \mathbb{R}^2 \rightarrow \mathbb{R}^2 with Ker(f)=Im(f)\text{Ker}(f) = \text{Im}(f)."

In this context:

  • Ker(f) is the kernel (null space) of the linear map ff, i.e., the set of vectors in R2\mathbb{R}^2 that are mapped to zero by ff.
  • Im(f) (Bild in German) is the image (range) of the linear map ff, i.e., the set of all vectors in R2\mathbb{R}^2 that can be reached by applying ff to elements of R2\mathbb{R}^2.

To satisfy Ker(f)=Im(f)\text{Ker}(f) = \text{Im}(f), we are looking for a linear map ff with specific properties in R2\mathbb{R}^2:

  1. The kernel and image must be one-dimensional subspaces (lines through the origin in R2\mathbb{R}^2).
  2. This implies that ff should map R2\mathbb{R}^2 onto a line, and its kernel should also be a line.

One possible solution is to define a linear transformation matrix AA for ff in the form: A=(1000)A = \begin{pmatrix} 1 & 0 \\ 0 & 0 \end{pmatrix} or any scalar multiple of it. This matrix projects vectors onto the xx-axis:

  • Kernel: The yy-axis (all vectors (0,y)(0, y)).
  • Image: The xx-axis (all vectors (x,0)(x, 0)).

Thus, Ker(f)=Im(f)\text{Ker}(f) = \text{Im}(f) as both are lines, satisfying the condition.

Would you like more details on this solution or any specific part of the reasoning?


Related Questions

  1. What other types of linear maps in R2\mathbb{R}^2 satisfy similar properties?
  2. How can we determine the kernel and image of a given linear map in general?
  3. What does it mean for the kernel and image of a linear map to have equal dimensions?
  4. Can we find a matrix AA that has a non-trivial kernel in higher dimensions?
  5. How does the rank-nullity theorem relate to this problem?

Tip

When defining linear transformations, remember that the matrix representation provides a direct way to analyze the kernel and image by examining row and column spaces.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Linear Transformations
Kernel of a Linear Map
Image of a Linear Map

Formulas

Matrix representation of a linear map
Kernel and image definitions for linear transformations

Theorems

Rank-Nullity Theorem

Suitable Grade Level

Undergraduate level