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    Browsing by Author Stephen Boyd

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    • TVS.000513- Convex optimization Stephen Boyd-TT.pdf.jpg
    • Book

    • Convex optimization

      • Authors: Stephen Boyd (2004)

    • Convex optimization problems arise frequently in many different fields. A comprehensive introduction to the subject, this book shows in detail how such problems can be solved numerically with great efficiency. The focus is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. The text contains many worked examples and homework exercises and will appeal to students, researchers and practitioners in fields such as engineering, computer science, mathematics, statistics, finance, and economics.
    • TVS.000662- Introduction to applied linear algebra_1.pdf.jpg
    • Sách/Book

    • Introduction to applied linear algebra : vectors, matrices, and least squares

      • Authors: Stephen Boyd (2018)

    • This groundbreaking textbook combines straightforward explanations with a wealth of practical examples to offer an innovative approach to teaching linear algebra. Requiring no prior knowledge of the subject, it covers the aspects of linear algebra - vectors, matrices, and least squares - that are needed for engineering applications, discussing examples across data science, machine learning and artificial intelligence, signal and image processing, tomography, navigation, control, and finance. The numerous practical exercises throughout allow students to test their understanding and translate their knowledge into solving real-world problems, with lecture slides, additional computational...