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Exercise 7.5 · Q22

Q.If AA is skew-symmetric of order nn and CC is a column matrix of order n×1n \times 1, then CTACC^T A C is

(1) an identity matrix of order nn
(2) an identity matrix of order 11
(3) a zero matrix of order 11
(4) an identity matrix of order 22
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Transpose the scalar quantity CTACC^TAC.

This tests quadratic forms with a skew-symmetric matrix.

Step 1. CC is n×1n\times1 and AA is n×nn\times n, so CTACC^TAC is (1×n)(n×n)(n×1)=1×1(1\times n)(n\times n)(n\times 1) = 1\times 1 — a single number (order-1 matrix).

Step 2. A 1×11\times1 matrix equals its transpose: (CTAC)T=CTAT(CT)T=CTATC(C^TAC)^T = C^TA^T(C^T)^T = C^TA^TC. Since AA is skew-symmetric, AT=−AA^T = -A, so (CTAC)T=−CTAC(C^TAC)^T = -C^TAC. …

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