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Consider a nonzero vector in 3. Using a geometric argument, describe the kernel of the linear transformation Tfrom 3to 3given by,

T(x)=x

See Definition A.9 in the Appendix.

Short Answer

Expert verified

The kernel is a line in space spanned by vector

Step by step solution

01

Step by Step Solution:  Step 1: To define kernel of linear transformation

The kernel of linear transformation is defined as follows:

The kernel of a linear transformation Tx=Ax from mto nconsists of all zeros of the transformation, i.e., the solutions of the equations Tx=Ax=0.

It is denoted by kerTor kerA

Thedefinition A.9 cross productin 3is given as follows:

The cross product of two vectors role="math" localid="1659527572946" and in 3is the vector in 3with three properties as follows:

  1. is orthogonal to both and.
  2. =sin, where is angle between and with 0.
  3. The direction of follows the right-hand rule.

We have given the linear transformation T:33defined by Tx=x,

02

To describe the kernel of the linear transformation

With the reference of definition in step 1, we have,

Tx=x=0^Ux=,^IRis any scalar, which means that the cross product is zero.

This implies that kernel is a line in space spanned by vector

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