From dimension-free matrix theory to cross -dimensional dynamic systems /
[Book]
Daizhan Cheng.
San Diego, CA, United States :
Academic Press, an imprint of Elsevier,
[2019]
1 online resource (xix, 343 pages) :
illustrations
Mathematics in Science and Engineering
Includes bibliographical references and index.
Semi-tensor product of matrices -- Boolean networks -- Finite games -- Equivalence and lattice structures -- Topological structure on quotient space -- Differential geometry on set of matrices -- Cross-dimensional Lie algebra and Lie group -- Second matrix-matrix semi-tensor product -- Structure on set of vectors -- Dimension-varying linear system -- Dimension-varying linear control system -- Generalized dynamic systems -- Dimension-varying nonlinear dynamic systems.
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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."--Provided by publisher.
From dimension-free matrix theory to cross -dimensional dynamic systems.