The Oxford Linear Algebra for Scientists

This textbook provides a modern introduction to linear algebra, covering topics such as internet search, artificial intelligence, neural networks, quantum computing, Jordan normal form, singular value decomposition, and tensors. It is structured into 27 chapters and designed as a basis for a lecture course, combining rigorous mathematical development with concisely presented scientific applications.

Format: Hardback
Length: 432 pages
Publication date: 09 June 2022
Publisher: Oxford University Press

This comprehensive textbook serves as a modern and essential introduction to linear algebra, a fundamental mathematical discipline that every first-year undergraduate student in physics and engineering must grasp. It offers a rigorous yet accessible exploration of the subject, seamlessly blending mathematical development with numerous examples, solved problems, and engaging exercises. Furthermore, the textbook incorporates numerous scientific applications of linear algebra, covering contemporary topics such as internet search, artificial intelligence, neural networks, and quantum computing. Additionally, it delves into more advanced topics like Jordan normal form, singular value decomposition, and tensors, making it an invaluable reference for experienced practitioners. Structured into 27 chapters, this textbook serves as a solid foundation for a lecture course. It combines a rigorous mathematical treatment of the subject with concise and insightful scientific applications, ensuring a comprehensive understanding of linear algebra. The main text is accompanied by numerous examples and solved problems, aiding the reader in developing a practical knowledge of the material. Each chapter concludes with a set of exercises, further reinforcing the concepts learned. By providing a comprehensive and engaging approach, this textbook is an invaluable resource for students seeking to excel in the field of linear algebra and its diverse applications.

Weight: 970g
Dimension: 250 x 175 x 28 (mm)
ISBN-13: 9780198844914