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A skew-Hermitian matrix exponential is unitary
Statement
Let , , and . Then for every , Thus is unitary and preserves the Euclidean norm.
Facts & Assumptions
Given: A finite complex matrix with and the matrix exponential .
The adjoint is characterised by and In orthonormal bases, the matrix of the adjoint is the conjugate transpose of the matrix: the adjoint of a matrix is its conjugate transpose and .
Sums, scalar multiples, products and quotients: , , , and when : entrywise conjugation commutes with differentiation in real time, and finite matrix products along a real parameter obey the product rule.
The mean value theorem, as the case of Cauchy's: for continuous on with and differentiable on there is with : a real-valued function with zero derivative on an interval is constant there.
The norm induced by a real or complex inner product and The standard formulas on and on are inner products: the complex Euclidean norm satisfies .
Rectangular matrix multiplication and the identity matrix , including zero-sized shapes: matrix multiplication and have their standard coordinate meanings.
is the real coordinate plane, with coordinate arithmetic, The standard formulas on and on are inner products, and The norm induced by a real or complex inner product: for , the map is real-linear and satisfies . It commutes with real-time difference quotients and preserves limits, so entrywise real differentiation and the zero-derivative argument apply.
Proof
By [F1], . The coordinate identification [F7] makes entrywise real differentiation legitimate; taking conjugate transposes and using [F2], [F3], and gives .
Apply the product rule [F3] to ; its derivative is .
Each real and imaginary coordinate of has zero derivative, so [F4] makes every coordinate constant. Evaluating at with [F1] and [F6] gives for all . By [F5] and matrix multiplication, .
Depends on
- The adjoint $T^*:W\to V$ is characterised by $\langle Tv,w\rangle_W=\langle v,T^*w\rangle_V$
- The norm $\lVert v\rVert=\sqrt{\langle v,v\rangle}$ induced by a real or complex inner product
- The standard formulas $\langle x,y\rangle=\sum_{k<n}x_k y_k$ on $\mathbb R^n$ and $\sum_{k<n}x_k\overline{y_k}$ on $\mathbb C^n$ are inner products
- Rectangular matrix multiplication and the identity matrix $I_n$, including zero-sized shapes
- In orthonormal bases, the matrix of the adjoint is the conjugate transpose of the matrix
- The exponential series of a bounded operator
- Sums, scalar multiples, products and quotients: $(f+g)'(c) = f'(c) + g'(c)$, $(\alpha f)'(c) = \alpha f'(c)$, $(fg)'(c) = f'(c)g(c) + f(c)g'(c)$, and $(f/g)'(c) = \bigl(f'(c)g(c) - f(c)g'(c)\bigr)/g(c)^{2}$ when $g(c) \ne 0$
- The mean value theorem, as the case $g(x) = x$ of Cauchy's: for $f$ continuous on $[a,b]$ with $a < b$ and differentiable on $(a,b)$ there is $c \in (a,b)$ with $f(b) - f(a) = f'(c)(b-a)$
- $\mathbb C$ is the real coordinate plane, with coordinate arithmetic
Used by
Dependency tree · two levels
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Sources
- Marlis Hochbruck and Alexander Ostermann, Exponential Integrators, Acta Numerica 19 (2010) (standard reference, not scraped)
- ISEM Team 2011/12, Operator Semigroups for Numerical Analysis, 15th Internet Seminar on Evolution Equations (standard reference, not scraped)