Given P = ⎣ ⎢ ⎢ ⎡ 2 3 2 − 1 2 1 2 3 ⎦ ⎥ ⎥ ⎤ A = [ 1 0 0 1 ] Q = P A P T
Evaluate P T Q 2 0 0 5 P
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From the given data,its pretty clear that,
A=I.
Q=PAP"=PP",since A is an identity matrix. And also PP"=I,(By solving) ,hence we can conclude that P is an Orthogonal Matrix.
Hence,
P"Q^2500 P=I.
Note: P =Given matrix. P"=Transpose of P. I=Identity matrix.
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We begin by rewriting the given matrix,
P = ⎣ ⎢ ⎡ 2 3 2 − 1 2 1 2 3 ⎦ ⎥ ⎤ = [ sin 3 π − cos 3 π cos 3 π sin 3 π ]
Also, we can see that, A = [ 1 0 0 1 ] = I , where I is the 2 × 2 identity matrix. We will use the identity: sin 2 x + cos 2 x = 1 ∀ x ∈ R while evaluating Q and then the final matrix asked in the question (let's call it X ).
Also, we will use the trivial identities Y = Y I Y = I Y Y , ( I Y ) n = I Y ∀ n ∈ N , ( X Y ) T = Y T X T and ( I Y ) T = I Y where X , Y are square matrices and I Y is the corresponding identity matrix for Y . Now, coming onto the calculations,
Q = P A P T = ( P I ) P T = P P T = [ sin 3 π − cos 3 π cos 3 π sin 3 π ] ⋅ [ sin 3 π cos 3 π − cos 3 π sin 3 π ]
After matrix multiplication, we will obtain Q = P P T = I
Now, Q = I ⟹ Q 2 0 0 5 = I 2 0 0 5 = I . So,
X = P T ( I P ) = P T P = ( P P T ) T = Q T = I T = I = [ 1 0 0 1 ]
So, X = [ 1 0 0 1 ] is our answer.