An Introduction to Semi-tensor Product of Matrices and Its Applications
Author | : Dai-Zhan Cheng |
Publisher | : World Scientific |
Total Pages | : 610 |
Release | : 2012 |
ISBN-10 | : 9789814374699 |
ISBN-13 | : 9814374695 |
Rating | : 4/5 (99 Downloads) |
Download or read book An Introduction to Semi-tensor Product of Matrices and Its Applications written by Dai-Zhan Cheng and published by World Scientific. This book was released on 2012 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: A generalization of Conventional Matrix Product (CMP), called the Semi-Tensor Product (STP), is proposed. It extends the CMP to two arbitrary matrices and maintains all fundamental properties of CMP. In addition, it has a pseudo-commutative property, which makes it more superior to CMP. The STP was proposed by the authors to deal with higher-dimensional data as well as multilinear mappings. After over a decade of development, STP has been proven to be a powerful tool in dealing with nonlinear and logical calculations.This book is a comprehensive introduction to the theory of STP and its various applications, including logical function, fuzzy control, Boolean networks, analysis and control of nonlinear systems, amongst others.