Introduction to applied linear algebra vectors, matrices, and least squares - Boyd, Stephen P. (Cambridge, UK Cambridge University Press, 2019)
Vectors -- Linear functions -- Norm and distance -- Clustering -- Linear independence -- Matrices -- Matrix examples -- Linear equations -- Linear dynamical systems -- Matrix multiplication -- Matrix inverses -- Least squares -- Least squares data fitting -- Least squares classification -- Multi-objective least squares -- Constrained least squares -- Constrained least squares applications -- Nonlinear least squares -- Constrained nonlinear least squares.
Includes bibliographical references and index.
Electronic reproduction.
Keywords: Algebras, Linear -- Textbooks; Matrices -- Textbooks; Vector algebra -- Textbooks; Least squares -- Textbooks; Electronic Resource