Let A = a b c d , B = e f g h ∈ M2,2(R) and define hA, Bi = ae + bf + 2cg + 2dh. (a) Show hA, Bi is an inner product of M2,2(R).
Question
Let A = , B = ∈ M_{2,2}(\mathbb{R}) and define <A, B> = ae + bf + 2cg + 2dh.
(a) Show <A, B> is an inner product of M_{2,2}(\mathbb{R}).
Solution
To show that hA, Bi is an inner product on M2,2(R), we need to verify the four properties of an inner product:
- Conjugate Symmetry: hA, Bi = hB, Ai
- Linearity in the first argument: hλA + μB, Ci = λhA, Ci + μhB, Ci for all λ, μ in R and all A, B, C in M2,2(R)
- Positive-definiteness: hA, Ai ≥ 0 with equality if and only if A = 0
- Non-degeneracy: hA, Ai = 0 implies A = 0
Let's verify each property:
- Conjugate Symmetry:
hA, Bi = ae + bf + 2cg + 2dh = hB, Ai
- Linearity in the first argument:
Let λ, μ be real numbers and C be another 2x2 matrix with elements i, j, k, l. Then,
hλA + μB, Ci = hλ[a b; c d] + μ[e f; g h], [i j; k l] = λ(ai + bj + 2ck + 2dl) + μ(ei + fj + 2gk + 2hl) = λhA, Ci + μhB, Ci
- Positive-definiteness:
hA, Ai = a^2 + b^2 + 2c^2 + 2d^2 ≥ 0, with equality if and only if a = b = c = d = 0, i.e., A = 0
- Non-degeneracy:
If hA, Ai = 0, then a^2 + b^2 + 2c^2 + 2d^2 = 0, which implies a = b = c = d = 0, i.e., A = 0
Therefore, hA, Bi is an inner product on M2,2(R).
Similar Questions
Let A = a b c d , B = e f g h ∈ M2,2(R) and define hA, Bi = ae + bf + 2cg + 2dh. (a) Show hA, Bi is an inner product of M2,2(R).
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