Coverart for item
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
Additional physical form
Also available in print version.
Cataloging source
CaBNVSL
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
MOS-SIAM series on optimization
Target audience
adult
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, Amir Beck, Technion-Israel Institute of Technology, Kfar Saba, Israel
Link
http://libproxy.rpi.edu/login?url=http://epubs.siam.org/doi/book/10.1137/1.9781611973655
Publication
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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
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9781611973655&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b3589449'}
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 details
  • Mode of access: World Wide Web
  • System requirements: Adobe Acrobat Reader

Library Locations

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      42.729766 -73.682577
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