
- 364 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
From Dimension-Free Matrix Theory to Cross-Dimensional Dynamic Systems
About this book
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.- Provides, for the first time, cross-dimensional system theory that is useful for modeling dimension-varying systems.- Offers potential applications to the analysis and control of new dimension-varying systems.- Investigates the underlying mathematics of semi-tensor product, including the equivalence and lattice structure of matrices and monoid of matrices with arbitrary dimensions.
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Information
Table of contents
- Cover image
- Title page
- Table of Contents
- Copyright
- Preface
- Notations
- Chapter 1: Semi-tensor product of matrices
- Chapter 2: Boolean networks
- Chapter 3: Finite games
- Chapter 4: Equivalence and lattice structures
- Chapter 5: Topological structure on quotient space
- Chapter 6: Differential geometry on set of matrices
- Chapter 7: Cross-dimensional Lie algebra and Lie group
- Chapter 8: Second matrix-matrix semi-tensor product
- Chapter 9: Structure on set of vectors
- Chapter 10: Dimension-varying linear system
- Chapter 11: Dimension-varying linear control system
- Chapter 12: Generalized dynamic systems
- Chapter 13: Dimension-varying nonlinear dynamic systems
- Appendix A: Mathematical preliminaries
- Index