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Consider a symmetric33 matrixAwithA2=l3 . Is the linear transformation role="math" localid="1660729963116" T(x)=Axnecessarily the reflection about a subspace of3 ?

Short Answer

Expert verified

The linear transformation Tx=Axis a reflection about the subspace of role="math" localid="1660730060987" 33.

Step by step solution

01

Define symmetric matrix

  • In linear algebra, a symmetric matrix is a square matrix that does not change when its transpose is calculated.
  • A symmetric matrix is defined as one whose transpose is identical to the matrix itself.
  • A square matrix of size nnis symmetric ifBT=B .
02

Find the linear transformation

We can consider l3to be a degenerated reflection. Now, here we have,

v=l3vv=A2vv=2vv=2v2=1=1

where =1and =-1. Now, since the matrix A is symmetric, the eigenspacesE1 and E-1 corresponding to the eigenvalue =1and =-1respectively, are orthogonal complements.

The eigenspace associated with the eigenvalue =1is exactly the space about which we are doing the reflection.

Now, vectors that are orthogonal toE1 are mapped on their opposite.

Therefore, the linear transformation Tx=Axis a reflection about the subspace of 33.

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