Sesquilinear form

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In mathematics, a sesquilinear form on a complex vector space V is a map V × VC 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 × VC is sesquilinear if

\phi(x + y, z + w) = \phi(x, z) + \phi(x, w) + \phi(y, z) + \phi(y, w)\,
\phi(a x, y) = \bar{a}\,\phi(x,y)
\phi(x, ay) = a\,\phi(x,y)

for all x,y,z,wV and all aC.

For a fixed z in V the map w \mapsto \phi(z,w) is a linear functional on V (i.e. an element of the dual space V*). Likewise, the map w \mapsto \phi(w,z) 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:

\psi(w,z) = \overline{\phi(z,w)}

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 × VC such that

h(w,z) = \overline{h(z, w)}

The standard Hermitian form on Cn is given by

\langle w,z \rangle = \sum_{i=1}^n\overline{w}_i z_i

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:

h(w,z) = \overline{\mathbf{w}}^T \mathbf{Hz}

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 zV.

Skew-Hermitian form

A skew-Hermitian form (also called a antisymmetric sesquilinear form), is a sesquilinear form ε : V × VC such that

\varepsilon(w,z) = -\overline{\varepsilon(z, w)}

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:

\varepsilon(w,z) = \overline{\mathbf{w}}^T \mathbf{Az}

The quadratic form associated to a skew-Hermitian form

Q(z) = ε(z,z)

is always pure imaginary.

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