In the theory of matrix multiplication algorithms, Pan in 1978 published an algorithm with running time . This was the first improvement over the Strassen algorithm after nearly a decade, and kicked off a long line of improvements in fast matrix multiplication that later included the Coppersmith–Winograd algorithm and subsequent developments.[SNO] He wrote the text How to Multiply Matrices Faster (Springer, 1984) surveying early developments in this area.[3][HMM] His 1982 algorithm[P82] still held the record in 2020 for the fastest "practically useful" matrix multiplication algorithm (i.e., with a small base size and manageable hidden constants).[4] In 1998, with his student Xiaohan Huang, Pan showed that matrix multiplication algorithms can take advantage of rectangular matrices with unbalanced aspect ratios, multiplying them more quickly than the time bounds one would obtain using square matrix multiplication algorithms.[FRM]
Since that work, Pan has returned to symbolic and numeric computation and to an earlier theme of his research, computations with polynomials. He developed fast algorithms for the numerical computation of polynomial roots,[UP]
and, with Bernard Mourrain, algorithms for multivariate polynomials based on their relations to structured matrices.[5][MPD]
He also authored or co-authored several more books, on matrix and polynomial computation,[6][PMC]
structured matrices,[7][SMP] and on
numerical root-finding procedures.[8][NMR]
Pan, V. Ya. (October 1978), "Strassen's algorithm is not optimal: Trilinear technique of aggregating, uniting and canceling for constructing fast algorithms for matrix operations", Proceedings of the 19th Annual Symposium on Foundations of Computer Science (FOCS 1978), IEEE, pp. 166–176, doi:10.1109/sfcs.1978.34, S2CID14348408
P82.
Pan, Victor Y. (1982), "Trilinear aggregating with implicit canceling for a new acceleration of matrix multiplication", Computers and Mathematics with Applications, 8: 23–34, doi:10.1016/0898-1221(82)90037-2, MR0644547
FRM.
Huang, Xiaohan; Pan, Victor Y. (1998), "Fast rectangular matrix multiplication and applications", Journal of Complexity, 14 (2): 257–299, doi:10.1006/jcom.1998.0476, MR1629113
Pan, Victor Y. (2002), "Univariate polynomials: nearly optimal algorithms for numerical factorization and root-finding", Journal of Symbolic Computation, 33 (5): 701–733, doi:10.1006/jsco.2002.0531, MR1919911
McNamee, J. M.; Pan, V. Y. (2013), Numerical Methods for Roots of Polynomials, Part II, Studies in Computational Mathematics, vol. 16, Amsterdam: Elsevier/Academic Press, ISBN978-0-444-52730-1[8]