A simple example of a Cayley transform can be done on thereal projective line. The Cayley transform here will permute the elements of {1, 0, −1, ∞} in sequence. For example, it maps thepositive real numbers to the interval [−1, 1]. Thus the Cayley transform is used to adaptLegendre polynomials for use with functions on the positive real numbers withLegendre rational functions.
In electrical engineering the Cayley transform has been used to map areactance half-plane to theSmith chart used forimpedance matching of transmission lines.
Since quaternions are non-commutative, elements of itsprojective line have homogeneous coordinates written to indicate that the homogeneous factor multiplies on the left. The quaternion transform is
The real and complex homographies described above are instances of the quaternion homography where is zero or, respectively.Evidently the transform takes and takes.
Evaluating this homography at maps the versor into its axis:
But
Thus
In this form the Cayley transform has been described as a rational parametrization of rotation: Let in the complex number identity[3]
where the right hand side is the transform of and the left hand side represents the rotation of the plane by negative radians.
Since homographies arebijections, maps the vector quaternions to the 3-sphere of versors. As versors represent rotations in 3-space, the homography produces rotations from the ball in.
produces anorthogonal matrix,Q (so thatQTQ =I). The matrix multiplication in the definition ofQ above is commutative, soQ can be alternatively defined as. In fact,Q must have determinant +1, so is special orthogonal.
Conversely, letQ be any orthogonal matrix which does not have −1 as aneigenvalue; then
is a skew-symmetric matrix. (See also:Involution.) The condition onQ automatically excludes matrices with determinant −1, but also excludes certain special orthogonal matrices.
However, any rotation (special orthogonal) matrixQ can be written as
for some skew-symmetric matrixA; more generally any orthogonal matrixQ can be written as
for some skew-symmetric matrixA and some diagonal matrixE with ±1 as entries.[4]
A slightly different form is also seen,[5][6] requiring different mappings in each direction,
The mappings may also be written with the order of the factors reversed;[7][8] however,A always commutes with (μI ± A)−1, so the reordering does not affect the definition.
The 180°rotation matrix, −I, is excluded, though it is the limit as tan θ⁄2 goes to infinity.
In the 3×3 case, we have
whereK = w2 + x2 + y2 + z2, and wherew = 1. This we recognize as the rotation matrix corresponding toquaternion
(by a formula Cayley had published the year before), except scaled so thatw = 1 instead of the usual scaling so thatw2 + x2 + y2 + z2 = 1. Thus vector (x,y,z) is the unit axis of rotation scaled by tan θ⁄2. Again excluded are 180° rotations, which in this case are allQ which aresymmetric (so thatQT =Q).
One can extend the mapping tocomplex matrices by substituting "unitary" for "orthogonal" and "skew-Hermitian" for "skew-symmetric", the difference being that the transpose (·T) is replaced by theconjugate transpose (·H). This is consistent with replacing the standard realinner product with the standard complex inner product. In fact, one may extend the definition further with choices ofadjoint other than transpose or conjugate transpose.
Formally, the definition only requires some invertibility, so one can substitute forQ any matrixM whose eigenvalues do not include −1. For example,
Note thatA is skew-symmetric (respectively, skew-Hermitian) if and only ifQ is orthogonal (respectively, unitary) with no eigenvalue −1.
An infinite-dimensional version of aninner product space is aHilbert space, and one can no longer speak ofmatrices. However, matrices are merely representations oflinear operators, and these can be used. So, generalizing both the matrix mapping and the complex plane mapping, one may define a Cayley transform of operators.[9]
Here the domain ofU, dom U, is (A+iI) dom A. Seeself-adjoint operator for further details.
^Gallier, Jean (2006). "Remarks on the Cayley Representation of Orthogonal Matrices and on Perturbing the Diagonal of a Matrix to Make it Invertible".arXiv:math/0606320.As described by Gallier, the first of these results is a sharpened variant ofWeyl, Hermann (1946).The Classical Groups (2nd ed.). Princeton University Press. Lemma 2.10.D, p. 60.
The second appeared as an exercise inBellman, Richard (1960).Introduction to Matrix Analysis. SIAM Publications. §6.4 exercise 11, p. 91–92.
^F. Chong (1971) "A Geometric Note on the Cayley Transform", pages 84,5 inA Spectrum of Mathematics: Essays Presented to H. G. Forder,John C. Butcher editor,Auckland University Press
Lokenath Debnath & Piotr Mikusiński (1990)Introduction to Hilbert Spaces with Applications, page 213,Academic PressISBN0-12-208435-7
Gilbert Helmberg (1969)Introduction to Spectral Theory in Hilbert Space, page 288, § 38: The Cayley Transform, Applied Mathematics and Mechanics #6,North Holland