Sesquilinear form
From Exampleproblems
In mathematics, a sesquilinear form on a complex vector space V is a map V × V → C that is linear in one argument and conjugate-linear in the other. The name originates from the numerical prefix sesqui- meaning "one and a half". Compare with a bilinear form, which is linear in both arguments.
N.B. Many authors, especially when working solely in a complex setting, refer to sesquilinear forms as bilinear forms.
Conventions differ as to which argument should be linear. We take the first to be conjugate-linear and the second to be linear. This is the physicist's convention — originating in Dirac's bra-ket notation in quantum mechanics — but is becoming more popular among mathematicians as well.
Specifically a map φ : V × V → C is sesquilinear if
for all x,y,z,w ∈ V and all a ∈ C.
For a fixed z in V the map
is a linear functional on V (i.e. an element of the dual space V*). Likewise, the map
is a conjugate-linear functional on V.
Given any sesquilinear form φ on V we can define a second sesquilinear form ψ via the conjugate transpose:
In general, ψ and φ will be different. If they are the same then φ is said to be Hermitian. If they are negatives of one another, then φ is said to be skew-Hermitian. Every sesquilinear form can be written as a sum of a Hermitian form and a skew-Hermitian form.
Hermitian form
A Hermitian form (also called a symmetric sesquilinear form), is a sesquilinear form h : V × V → C such that
The standard Hermitian form on Cn is given by
More generally, the inner product on any Hilbert space is a Hermitian form.
If V is a finite-dimensional space, then relative to any basis {ei} of V, a Hermitian form is represented by a Hermitian matrix H:
The components of H are given by Hij = h(ei, ej).
The quadratic form associated to a Hermitian form
- Q(z) = h(z,z)
is always real. Actually one can show that a sesquilinear form is Hermitian iff the associated quadratic form is real for all z ∈ V.
Skew-Hermitian form
A skew-Hermitian form (also called a antisymmetric sesquilinear form), is a sesquilinear form ε : V × V → C such that
Every skew-Hermitian form can be written as i times a Hermitian form.
If V is a finite-dimensional space, then relative to any basis {ei} of V, a skew-Hermitian form is represented by a skew-Hermitian matrix A:
The quadratic form associated to a skew-Hermitian form
- Q(z) = ε(z,z)
is always pure imaginary.
