Introduction to applied linear algebra : vectors, matrices, and least squares - Boyd, Stephen P.; Vandenberghe, Lieven (Cambridge, UK ; New York, NY : Cambridge University Press, 2018)
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.
Keywords: Algebras, Linear -- Textbooks; Matrices -- Textbooks; Vector algebra -- Textbooks; Least squares -- Textbooks