From Dimension-Free Matrix Theory to Cross-Dimensional Dynamic Systems illuminates the underlying mathematics of semi-tensor product (STP), a generalized matrix product that extends the conventional matrix product to two matrices of arbitrary dimensions. Dimension-varying systems feature prominently across many disciplines, and through innovative applications its newly developed theory can revolutionize large data systems such as genomics and biosystems, deep learning, IT, and information-based engineering applications.
| ISBN: | 9780128178010 |
| Publication date: | 21st May 2019 |
| Author: | Daizhan (Institute of Systems Science, AMSS, Chinese Academy of Sciences, China) Cheng |
| Publisher: | Academic Press Inc an imprint of Elsevier Science Publishing Co Inc |
| Format: | Paperback |
| Pagination: | 364 pages |
| Series: | Mathematics in Science & Engineering |
| Genres: |
Applied mathematics |