This one wants a proof. Work it on paper, then read the official solution and mark
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Official solution
### Part (a) 1. Given that A∈Mn(R∗) and A⋅AT=In, we know that A is an orthogonal matrix. 2. The eigenvalues of an orthogonal matrix A lie on the unit circle in the complex plane, meaning if λi is an eigenvalue of A, then ∣λi∣=1. 3. The trace of A, denoted Tr(A), is the sum of its eigenvalues: Tr(A)=∑i=1nλi. 4. Using the triangle inequality, we have: ∣Tr(A)∣=i=1∑nλi≤i=1∑n∣λi∣=i=1∑n1=n. 5. Therefore, we conclude that: ∣Tr(A)∣≤n.
### Part (b) 1. Given that n is odd, we need to show that det(A2−In)=0. 2. Since A is orthogonal, its eigenvalues λi satisfy ∣λi∣=1. Therefore, the eigenvalues of A are either 1, −1, or complex numbers of unit modulus. 3. For an orthogonal matrix A with odd dimension n, there must be at least one real eigenvalue. This is because the complex eigenvalues of A come in conjugate pairs, and since n is odd, there must be an unpaired eigenvalue which must be real. 4. The real eigenvalues of A can only be 1 or −1 because ∣λi∣=1. 5. Therefore, A must have at least one eigenvalue equal to 1 or −1. 6. If λ=1 is an eigenvalue of A, then λ2−1=0. Similarly, if λ=−1 is an eigenvalue of A, then λ2−1=0. 7. This implies that A2−In has at least one zero eigenvalue, making det(A2−In)=0.
Proof 1: 1. Since n is odd, A must have at least one real eigenvalue, which is either 1 or −1. 2. Therefore, at least one of the matrices A−I or A+I is singular. 3. We observe that: det(A2−I)=det((A−I)(A+I)). 4. Since at least one of A−I or A+I is singular, their product is also singular, implying: det(A2−I)=0.
Proof 2: 1. We start with: det(A2−I)=det((A−I)(A+I)). 2. Using the property of determinants and the fact that A is orthogonal (AT=A−1), we have: det(A2−I)=det(A−I)⋅det(A+I). 3. Since A is orthogonal, AT=A−1, and thus: det(A+I)=det(AT+I)=det(I+A−AT−I)=det(A−AT). 4. On one hand, det(A−AT)=det(AT−A). 5. On the other hand, since det(A−AT)=(−1)ndet(AT−A) and n is odd, we have: det(A−AT)=−det(AT−A). 6. This implies: det(A−AT)=0. 7. Therefore, we conclude that: det(A2−I)=0.
The final answer is ∣Tr(A)∣≤n and det(A2−In)=0 if n is odd.
Source: NuminaMath-1.5,
licensed Apache-2.0.
Statement and solution reproduced as published; topic, difficulty and ordering added
by this site.