Matrix Analysis and Applications
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Preface; Notation; List of abbreviations; List of algorithms; Part I. Matrix Algebra: 1. Introduction to matrix algebra; 2. Special matrices; 3. Matrix differential; Part II. Matrix Analysis: 4. Gradient analysis and optimization; 5. Singular value analysis; 6. Solving matrix equations; 7. Eigenanalysis; 8. Subspace analysis and tracking; 9. Projection analysis; Part III. Higher-Order Matrix Analysis: 10. Tensor analysis; References; Index.
| Autor: | Zhang, Xian-Da |
| Nakladatel: | Cambridge University Press |
| Rok vydání: | 2017 |
| Jazyk : | Angličtina |
| Vazba: | Hardback |
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