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The Resource Self-regularity : a new paradigm for primal-dual interior-point algorithms, Jiming Peng, Cornelis Roos, and Tamás Terlaky

Self-regularity : a new paradigm for primal-dual interior-point algorithms, Jiming Peng, Cornelis Roos, and Tamás Terlaky

Label
Self-regularity : a new paradigm for primal-dual interior-point algorithms
Title
Self-regularity
Title remainder
a new paradigm for primal-dual interior-point algorithms
Statement of responsibility
Jiming Peng, Cornelis Roos, and Tamás Terlaky
Creator
Contributor
Subject
Language
eng
Summary
Research on interior-point methods (IPMs) has dominated the field of mathematical programming for the last two decades. Two contrasting approaches in the analysis and implementation of IPMs are the so-called small-update and large-update methods, although, until now, there has been a notorious gap between the theory and practical performance of these two strategies. This book comes close to bridging that gap, presenting a new framework for the theory of primal-dual IPMs based on the notion of the self-regularity of a function. The authors deal with linear optimization, nonlinear complementarity
Member of
Cataloging source
N$T
Illustrations
illustrations
Index
index present
Language note
In English
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Princeton series in applied mathematics
Self-regularity : a new paradigm for primal-dual interior-point algorithms, Jiming Peng, Cornelis Roos, and Tamás Terlaky
Label
Self-regularity : a new paradigm for primal-dual interior-point algorithms, Jiming Peng, Cornelis Roos, and Tamás Terlaky
Link
http://www.jstor.org/stable/10.2307/j.ctt7sf0f
Publication
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Antecedent source
unknown
Bibliography note
Includes bibliographical references (pages 175-181) and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Preface; Acknowledgements; Notation; List of Abbreviations; Chapter 1. Introduction and Preliminaries; Chapter 2. Self-Regular Functions and Their Properties; Chapter 3. Primal-Dual Algorithms for Linear Optimization Based on Self-Regular Proximities; Chapter 4. Interior-Point Methods for Complementarity Problems Based on Self-Regular Proximities; Chapter 5. Primal-Dual Interior-Point Methods for Semidefinite Optimization Based on Self-Regular Proximities; Chapter 6. Primal-Dual Interior-Point Methods for Second-Order Conic Optimization Based on Self-Regular Proximities
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9781400814527&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b4322734'}
Extent
1 online resource (xiii, 185 pages)
File format
unknown
Form of item
online
Isbn
9781400814527
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote

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