Matrix Fundamentals From Equation Solving to Signal Processing /
Matrix Fundamentals introduces tools for working with matrices, their applications, and their significance in the broader context of linear algebra. Assuming no previous exposure to matrices, the first four chapters provide a foundation accessible to students with a basic knowledge of calculus, cove...
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| Auteurs principaux: | , |
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| Collectivité auteur: | |
| Format: | Électronique eBook |
| Langue: | anglais |
| Publié: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2025.
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| Édition: | 2nd ed. 2025. |
| Collection: | Springer Undergraduate Mathematics Series,
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| Sujets: | |
| Accès en ligne: | https://doi.org/10.1007/978-3-031-97222-5 |
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| Résumé: | Matrix Fundamentals introduces tools for working with matrices, their applications, and their significance in the broader context of linear algebra. Assuming no previous exposure to matrices, the first four chapters provide a foundation accessible to students with a basic knowledge of calculus, covering essential matrix methods used in various quantitative fields. The book formulates algorithms and discusses their practical implementation. Later chapters introduce more advanced topics, such as singular value decomposition, along with some modern applications. Emphasizing visualization and experimentation, this text is designed for undergraduate courses for students in STEM, as well as business, economics and social sciences. |
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| Description matérielle: | 1 online resource (XI, 392 p. 64 illus.). 31 illus. in color. |
| ISBN: | 9783031972225 |
| ISSN: | 2197-4144 |
| DOI: | 10.1007/978-3-031-97222-5 |