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Introduction to applied linear algebra : vectors, matrices, and least squares

Introduction to applied linear algebra : vectors, matrices, and least squares (Loan 1 times)

Material type
단행본
Personal Author
Boyd, Stephen P. Vandenberghe, Lieven.
Title Statement
Introduction to applied linear algebra : vectors, matrices, and least squares / Stephen Boyd, Lieven Vandenberghe.
Publication, Distribution, etc
Cambridge, UK ;   New York, NY :   Cambridge University Press,   c2018.  
Physical Medium
xii, 463 p. : ill. (come col.) ; 26 cm.
ISBN
9781316518960 (Hardback)
General Note
Includes index.  
Content Notes
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.
Subject Added Entry-Topical Term
Algebras, Linear --Textbooks. Matrices --Textbooks. Vector algebra --Textbooks. Least squares --Textbooks.
000 00000cam u2200205 a 4500
001 000046007419
005 20191126175323
008 191126s2018 enka 001 0 eng d
010 ▼a 2018017123
020 ▼a 9781316518960 (Hardback)
035 ▼a (KERIS)REF000018692524
040 ▼a LBSOR/DLC ▼b eng ▼e rda ▼c LBSOR ▼d 211009
050 0 0 ▼a QA184.2 ▼b .B69 2018
082 0 0 ▼a 512/.5 ▼2 23
084 ▼a 512.5 ▼2 DDCK
090 ▼a 512.5 ▼b B789i
100 1 ▼a Boyd, Stephen P.
245 1 0 ▼a Introduction to applied linear algebra : ▼b vectors, matrices, and least squares / ▼c Stephen Boyd, Lieven Vandenberghe.
260 ▼a Cambridge, UK ; ▼a New York, NY : ▼b Cambridge University Press, ▼c c2018.
300 ▼a xii, 463 p. : ▼b ill. (come col.) ; ▼c 26 cm.
500 ▼a Includes index.
505 0 ▼a 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.
650 0 ▼a Algebras, Linear ▼v Textbooks.
650 0 ▼a Matrices ▼v Textbooks.
650 0 ▼a Vector algebra ▼v Textbooks.
650 0 ▼a Least squares ▼v Textbooks.
700 1 ▼a Vandenberghe, Lieven.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 512.5 B789i Accession No. 121251182 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of 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

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