Published online by Cambridge University Press: 05 March 2012
Abstract
The purpose of this chapter is to give a brief introduction to the theory of Lie groups and matrix algebras in a style that is suited to random matrix theory. Ensembles are probability measures on spaces of random matrices that are invariant under the action of certain compact groups, and the basic examples are known as the orthogonal, unitary and symplectic ensembles according to the group action. One of the main objectives is the construction of Dyson's circular ensembles in Sections 2.7–2.9, and the generalized ensembles from the affine action of classical compact Lie groups on suitable matrix spaces in Section 2.5. As our main interest is in random matrix theory, our discussion of the classification is patchy and focuses on the examples that are of greatest significance in RMT. We present some computations on connections and curvature, as these are important in the analysis in Chapter 3. The functional calculus of matrices is also significant, and Section 2.2 gives a brief treatment of this topic. The chapter begins with a list of the main examples and some useful results on eigenvalues and determinants.
The classical groups, their eigenvalues and norms
Throughout this chapter,
R = real numbers;
C = complex numbers;
H = quaternions;
T = unit circle.
By a well-known theorem of Frobenius, R, C and H are the only finitedimensional division algebras over R, and the dimensions are β = 1, 2 and 4 respectively; see [90].
To save this book to your Kindle, first ensure [email protected] is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.
Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.
Find out more about the Kindle Personal Document Service.
To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.
To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.