From Dimension-Free Matrix Theory to Cross-Dimensional Dynamic Systems (e-bok)
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Språk
Engelska
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364
Utgivningsdatum
2019-05-18
Förlag
Elsevier Science
ISBN
9780128178027
From Dimension-Free Matrix Theory to Cross-Dimensional Dynamic Systems (e-bok)

From Dimension-Free Matrix Theory to Cross-Dimensional Dynamic Systems (e-bok)

E-bok (EPUB - DRM), Engelska, 2019-05-18
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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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