The following is one way to define the quaternions, discovered in 1843 by the Irish mathematician Sir W. R. Hamilton. Consider the set H of all 4 x 4 matrices M of the form M = P 9 T S -q -T -S P S -T -8 P 9 T -9 P where p, q, r, s are arbitrary real numbers. We can write M more succinctly in partitioned form as M = A-B BAT where A and B are rotation-scaling matrices. (a) Show that H is closed under addition: If M and N are in H, then so is M + N. (b) Show that H is closed under scalar multiplication: If M is in H and k is an arbitrary scalar, then kM is in H. (c) The above show that H is a subspace of the linear space R4×4. Find a basis of H, and thus determine the dimension of H.

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The following is one way to define the quaternions, discovered in 1843 by the Irish mathematician Sir W. R. Hamilton. Consider the set \( H \) of all \( 4 \times 4 \) matrices \( M \) of the form

\[
M = \begin{bmatrix}
p & -q & -r & -s \\
q & p & s & -r \\
r & -s & p & q \\
s & r & -q & p
\end{bmatrix}
\]

where \( p, q, r, s \) are arbitrary real numbers. We can write \( M \) more succinctly in partitioned form as

\[
M = \begin{bmatrix}
A & -B^T \\
B & A^T
\end{bmatrix}
\]

where \( A \) and \( B \) are rotation–scaling matrices.

(a) Show that \( H \) is closed under addition: If \( M \) and \( N \) are in \( H \), then so is \( M + N \).

(b) Show that \( H \) is closed under scalar multiplication: If \( M \) is in \( H \) and \( k \) is an arbitrary scalar, then \( kM \) is in \( H \).

(c) The above show that \( H \) is a subspace of the linear space \( \mathbb{R}^{4 \times 4} \). Find a basis of \( H \), and thus determine the dimension of \( H \).

(d) Show that \( H \) is closed under multiplication: If \( M \) and \( N \) are in \( H \), then so is \( MN \).

(e) Show that if \( M \) is in \( H \), then so is \( M^T \).

(f) For a matrix \( M \) in \( H \), compute \( M^T M \).

(g) Which matrices \( M \) in \( H \) are invertible? If a matrix \( M \) in \( H \) is invertible, is \( M^{-1} \) necessarily in \( H \) as well?

(h) If \( M \) and \( N \) are in \( H \), does the equation \( MN = NM \) always hold?
Transcribed Image Text:The following is one way to define the quaternions, discovered in 1843 by the Irish mathematician Sir W. R. Hamilton. Consider the set \( H \) of all \( 4 \times 4 \) matrices \( M \) of the form \[ M = \begin{bmatrix} p & -q & -r & -s \\ q & p & s & -r \\ r & -s & p & q \\ s & r & -q & p \end{bmatrix} \] where \( p, q, r, s \) are arbitrary real numbers. We can write \( M \) more succinctly in partitioned form as \[ M = \begin{bmatrix} A & -B^T \\ B & A^T \end{bmatrix} \] where \( A \) and \( B \) are rotation–scaling matrices. (a) Show that \( H \) is closed under addition: If \( M \) and \( N \) are in \( H \), then so is \( M + N \). (b) Show that \( H \) is closed under scalar multiplication: If \( M \) is in \( H \) and \( k \) is an arbitrary scalar, then \( kM \) is in \( H \). (c) The above show that \( H \) is a subspace of the linear space \( \mathbb{R}^{4 \times 4} \). Find a basis of \( H \), and thus determine the dimension of \( H \). (d) Show that \( H \) is closed under multiplication: If \( M \) and \( N \) are in \( H \), then so is \( MN \). (e) Show that if \( M \) is in \( H \), then so is \( M^T \). (f) For a matrix \( M \) in \( H \), compute \( M^T M \). (g) Which matrices \( M \) in \( H \) are invertible? If a matrix \( M \) in \( H \) is invertible, is \( M^{-1} \) necessarily in \( H \) as well? (h) If \( M \) and \( N \) are in \( H \), does the equation \( MN = NM \) always hold?
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