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3 - Multilinear algebra

Published online by Cambridge University Press:  05 June 2012

D. J. H. Garling
Affiliation:
University of Cambridge
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Summary

To each finite-dimensional vector space E equipped with a non-singular quadratic form, there is associated a universal Clifford algebra A. If dim E = d then dim A = 2d; each time we increase the dimension of the vector space by 1, the dimension of the algebra doubles. This suggests strongly and correctly that the algebra should be constructed as a tensor product. Many mathematicians feel uncomfortable with tensor product spaces, since they are constructed as a quotient of an infinite-dimensional space by an infinite-dimensional subspace. Here we avoid this, by making systematic use of the duality theory of finite-dimensional vector spaces. In the same way, we use duality to construct the exterior algebra of a finite-dimensional vector space (which is a particular example of a Clifford algebra) and to construct its symmetric algebra.

In this chapter, K will denote either the field R of real numbers or the field C of complex numbers.

Multilinear mappings

Suppose that E1, …, Ek and F are vector spaces over K. A mapping T : E1 × … × EkF is multilinear, or k-linear, if it is linear in each variable:

for α, β ∈ K, xj, yj ∈ and 1 ≤ jk. Under pointwise addition, the k-linear mappings from E1 × … × Ek into F form a vector space, which is denoted by M(E1, …, Ek; F).

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Publisher: Cambridge University Press
Print publication year: 2011

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  • Multilinear algebra
  • D. J. H. Garling, University of Cambridge
  • Book: Clifford Algebras: An Introduction
  • Online publication: 05 June 2012
  • Chapter DOI: https://doi.org/10.1017/CBO9780511972997.004
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  • Multilinear algebra
  • D. J. H. Garling, University of Cambridge
  • Book: Clifford Algebras: An Introduction
  • Online publication: 05 June 2012
  • Chapter DOI: https://doi.org/10.1017/CBO9780511972997.004
Available formats
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Save book to Google Drive

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.

  • Multilinear algebra
  • D. J. H. Garling, University of Cambridge
  • Book: Clifford Algebras: An Introduction
  • Online publication: 05 June 2012
  • Chapter DOI: https://doi.org/10.1017/CBO9780511972997.004
Available formats
×