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Find the singular values of A=p-qqp. Explain your answer geometrically.

Short Answer

Expert verified

The singular values of A are1=p2+q2and2=p2+q2.

Step by step solution

01

Given data

Given that:

A=p-qqp

Now the singular values of A are found by first computing the eigenvalues of the square matrix

AtA=pq-qpp-qqp=p2+q200p2+q2

Then

(xl2-AtA)=x-(p2+q2)00x-(p2+q2)

02

Find the polynomial

Let characteristic polynomial ofAtAbep(x).

Then

p(x)=detxI2-AtA=x-p2+q22-0=x-p2+q22

Thus, the characteristic polynomial is x-p2+q22.

03

Find the Singular value of A

This implies that the roots of p(x) are p2+q2,p2+q2.

Hence the eigenvalues of AtA are 1=p2+q2and2=p2+q2.
Thus the singular values of A are 1=p2+q2and 2=p2+q2.

Clearly,1=2, which means the singular values of A are same. Now by using Theorem 8.3.2 we get that, if p2+q20, equivalently if L(x) = Ax is an invertible linear transformation from R2toR2, then the image of the unit circle under L is a circle [Since 1=2implies that the lengths of the semi-major and semi-minor axes are equal].

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