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Boyd, Stephen P.,

Introduction to applied linear algebra : vectors, matrices, and least squares / Stephen Boyd, Lieven Vandenberghe. - Cambridge, UK ; New York, NY : Cambridge University Press, 2018. - xii, 463 p.; 25 cm.

Includes bibliographical references and index.

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.

ISBN: 9781316518960 (Hardback)

Subjects--Topical Terms:
Algebras, Linear--Textbooks.
Matrices--Textbooks.
Vector algebra--Textbooks.
Least squares--Textbooks.

LC Class. No.: QA184.2 / .B69 2018

Dewey Class. No.: 512.5 / B789