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

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Bibliographic Details
Main Authors: Boyd, Stephen P. (Author)
Vandenberghe, Lieven (Author)
Language:English
Published: Cambridge ; New York, NY : Cambridge University Press, 2018.
Subjects:
Algebras, Linear > Textbooks.
Matrices > Textbooks.
Vector algebra > Textbooks.
Least squares > Textbooks.
Algebras, Linear.
Least squares.
Matrices.
Vector algebra.
Lineare Algebra.
Textbooks.
Genre:
Textbooks.
Physical Description:xii, 463 pages : illustrations ; 26 cm
Format: Book
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.