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Applicable Algebra in Engineering Communication and Computing
Article . 1992 . Peer-reviewed
License: Springer TDM
Data sources: Crossref
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zbMATH Open
Article . 1992
Data sources: zbMATH Open
DBLP
Article . 1992
Data sources: DBLP
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Fast change of basis in algebras

Authors: Hentzel, Irvin; Jacobs, David;

Fast change of basis in algebras

Abstract

The \(n\)-dimensional algebra \({\mathcal A}\) has basis \({\mathbf b}\). The structure constants relative to a new basis \({\mathbf c}\), with \({\mathbf b}Q={\mathbf c}\), can be computed in \(O(n^ 5)\) arithmetic operations. However, the authors show that the problem can be solved in time \(O(n^ 4)\). If \(M^ B(T)\) and \(M^ C(T)\) denote the matrices of a linear transformation \(T\) relative to the basis \({\mathbf b}\) and \({\mathbf c}\) respectively, then \(M^ C(L_{b_ i})=Q^{-1} M^ B(L_{b_ i})Q\) and since \(c_ i=\sum_{k=1}^ n q_{ki} b_ k\), it follows that \(M^ C(L_{c_ i})=\sum_{k=1}^ n q_{ki} M^ C(L_{b_ k})\). Computing \(Q^{- 1}\) can be done, using a straightforward \(O(n^ 3)\) method. The following steps involve matrix multiplications, which take time \(O(n^ 4)\). Finally, using the \(O(n^{2,376})\) method of \textit{D. Coppersmith} and \textit{S. Winograd} [Proc. of the 19th Annual ACM STOC, 1-6 (1987)], it is even possible to conclude that the structure constants can be found in time \(O(n^{3,376})\).

Country
United States
Related Organizations
Keywords

Vector space, nonassociative algebra, Linear transformations, semilinear transformations, 004, 510, Algebra, basis transformation, Transformation matrix, General theory of nonassociative rings and algebras, Mathematics, structure constants

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
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