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Introduction to applied linear algebra : vectors, matrices, and least squares / Stephen Boyd, Lieven Vandenberghe.

By: Contributor(s): Publisher: Cambridge, UK ; New York, NY : Cambridge University Press, 2018Description: 1 online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781316518960 (Hardback)
Subject(s): Additional physical formats: Print version:: Introduction to applied linear algebraDDC classification:
  • 512/.5 23 B789
Contents:
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.
Item type: كتاب
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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.