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Beschreibung
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.
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.
Details
Erscheinungsjahr: | 2012 |
---|---|
Fachbereich: | Arithmetik & Algebra |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
ISBN-13: | 9789814374682 |
ISBN-10: | 9814374687 |
Sprache: | Englisch |
Ausstattung / Beilage: | HC gerader Rücken kaschiert |
Einband: | Gebunden |
Autor: | Daizhan Cheng, Hongsheng Qi & Yin Zhao |
Hersteller: | World Scientific |
Maße: | 235 x 157 x 37 mm |
Von/Mit: | Hongsheng Qi & Yin Zhao Daizhan Cheng |
Erscheinungsdatum: | 31.05.2012 |
Gewicht: | 1,027 kg |
Details
Erscheinungsjahr: | 2012 |
---|---|
Fachbereich: | Arithmetik & Algebra |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
ISBN-13: | 9789814374682 |
ISBN-10: | 9814374687 |
Sprache: | Englisch |
Ausstattung / Beilage: | HC gerader Rücken kaschiert |
Einband: | Gebunden |
Autor: | Daizhan Cheng, Hongsheng Qi & Yin Zhao |
Hersteller: | World Scientific |
Maße: | 235 x 157 x 37 mm |
Von/Mit: | Hongsheng Qi & Yin Zhao Daizhan Cheng |
Erscheinungsdatum: | 31.05.2012 |
Gewicht: | 1,027 kg |
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