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If v⇶Äis an eigenvector of matrix A, show that is in the image of A.or in the kernel ofA.

Short Answer

Expert verified

It is shown that vâ‡¶Ä is in the image of A .

Step by step solution

01

Definition of image of a matrix

The image of a linear transformation or matrix is the span of the vectors of the linear transformation.

02

Note the condition of eigenvalue belongs to matrix

If v is an eigenvalue of A with its corresponding eigenvector being λ=0then Av⇶Ä=0, therefore v∈A.

03

Step 3: Checking whether v⇀ is in the image of matrix A or kernel of A

If, on the other hand, λ≠0, we still have Av⇶Ä=v⇶Ä.

Then A1λv⇶Ä=v⇶Ä,

Sov∈A

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