Multiplicity of singular values for tensors (Q1049718)
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scientific article; zbMATH DE number 5657330
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Multiplicity of singular values for tensors |
scientific article; zbMATH DE number 5657330 |
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Multiplicity of singular values for tensors (English)
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13 January 2010
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There are many concepts and results of matrix theory that can be generalized to tensors. Among these, the authors are interested in the concepts of eigenvalue/eigenvector and singular values for tensors. However, the methods of matrix theory cannot be applied directly to the study of the eigenvalue and the singular value problems for tensors due to the nonlinear nature of the problem. In this paper the authors use critical point theory from nonlinear analysis and tools from algebraic topology to study the existence and multiplicity problem of singular values for higher order tensors.
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singular value
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eigenvalue
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tensor
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Ljusternik-Schnirelmann theory
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category
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cup-length
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multiplicity
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