The Resource Introduction to nonlinear optimization : theory, algorithms, and applications with MATLAB, Amir Beck, Technion-Israel Institute of Technology, Kfar Saba, Israel

Introduction to nonlinear optimization : theory, algorithms, and applications with MATLAB, Amir Beck, Technion-Israel Institute of Technology, Kfar Saba, Israel

Label
Introduction to nonlinear optimization : theory, algorithms, and applications with MATLAB
Title
Introduction to nonlinear optimization
Title remainder
theory, algorithms, and applications with MATLAB
Statement of responsibility
Amir Beck, Technion-Israel Institute of Technology, Kfar Saba, Israel
Creator
Contributor
Author
Publisher
Subject
Language
eng
Summary
This book provides the foundations of the theory of nonlinear optimization as well as some related algorithms and presents a variety of applications from diverse areas of applied sciences. The author combines three pillars of optimization-theoretical and algorithmic foundation, familiarity with various applications, and the ability to apply the theory and algorithms on actual problems--and rigorously and gradually builds the connection between theory, algorithms, applications, and implementation
Member of
Cataloging source
CaBNVSL
http://library.link/vocab/creatorName
Beck, Amir
Index
index present
LC call number
QA402.5
LC item number
.B4224 2014eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Society for Industrial and Applied Mathematics
Series statement
MOS-SIAM series on optimization
http://library.link/vocab/subjectName
  • Mathematical optimization
  • Nonlinear theories
Target audience
adult
Label
Introduction to nonlinear optimization : theory, algorithms, and applications with MATLAB, Amir Beck, Technion-Israel Institute of Technology, Kfar Saba, Israel
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Color
black and white
Content category
text
Content type MARC source
rdacontent
Contents
Mathematical preliminaries -- Optimality conditions for unconstrained optimization -- Least squares -- The gradient method -- Newton's method -- Convex sets -- Convex functions -- Convex optimization -- Optimization over a convex set -- Optimality conditions for linearly constrained problems -- The KKT conditions -- Duality
Dimensions
unknown
Extent
1 PDF (x, 282 pages).
File format
multiple file formats
Form of item
online
Isbn
9781611973655
Media category
electronic
Media MARC source
isbdmedia
Publisher number
MO19
Reformatting quality
access
Specific material designation
remote
System control number
  • (CaBNVSL)thg00913503
  • (OCoLC)890593887
  • (SIAM)9781611973655
Label
Introduction to nonlinear optimization : theory, algorithms, and applications with MATLAB, Amir Beck, Technion-Israel Institute of Technology, Kfar Saba, Israel
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Color
black and white
Content category
text
Content type MARC source
rdacontent
Contents
Mathematical preliminaries -- Optimality conditions for unconstrained optimization -- Least squares -- The gradient method -- Newton's method -- Convex sets -- Convex functions -- Convex optimization -- Optimization over a convex set -- Optimality conditions for linearly constrained problems -- The KKT conditions -- Duality
Dimensions
unknown
Extent
1 PDF (x, 282 pages).
File format
multiple file formats
Form of item
online
Isbn
9781611973655
Media category
electronic
Media MARC source
isbdmedia
Publisher number
MO19
Reformatting quality
access
Specific material designation
remote
System control number
  • (CaBNVSL)thg00913503
  • (OCoLC)890593887
  • (SIAM)9781611973655

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