Tensor Eigenvalues and Their Applications

Yannan Chen, Haibin Chen, Liqun Qi, et al.

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Springer Singapore img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Arithmetik, Algebra

Beschreibung

This book offers an introduction to applications prompted by tensor analysis, especially by the spectral tensor theory developed in recent years. It covers applications of tensor eigenvalues in multilinear systems, exponential data fitting, tensor complementarity problems, and tensor eigenvalue complementarity problems. It also addresses higher-order diffusion tensor imaging, third-order symmetric and traceless tensors in liquid crystals, piezoelectric tensors, strong ellipticity for elasticity tensors, and higher-order tensors in quantum physics. This book is a valuable reference resource for researchers and graduate students who are interested in applications of tensor eigenvalues.

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Schlagwörter

Quantum entanglement problems, algorithm analysis and problem complexity, matrix theory, Tensor eigenvalue complementarity problems, Spherical polynomial optimization, Higher-order tensor imaging, Strong ellipticity of elastic tensors, Multilinear systems