
doi: 10.1007/bf01294835
handle: 20.500.12876/54523
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 \(O(n^{3,376})\).
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
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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