| Description |
1 online resource (xiii, 185 pages) : illustrations. |
| Physical Medium |
polychrome |
| Description |
text file |
| Series |
Princeton series in applied mathematics
|
|
Princeton series in applied mathematics.
|
| Bibliography |
Includes bibliographical references (pages 175-181) and index. |
| 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. |
| 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. |
| Local Note |
eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America |
| Subject |
Mathematical optimization.
|
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Mathematical optimization. |
|
Interior-point methods.
|
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Interior-point methods. |
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Programming (Mathematics)
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Programming (Mathematics) |
| Genre/Form |
Electronic books.
|
| Added Author |
Roos, Cornelis, 1941-
|
|
Terlaky, Tamás.
|
| Other Form: |
Print version: Peng, Jiming. Self-regularity. Princeton, N.J. ; Oxford : Princeton University Press, ©2002 0691091927 9780691091921 (DLC) 2004561103 (OCoLC)48834963 |
| ISBN |
9781400825134 (electronic book) |
|
140082513X (electronic book) |
|
1400814529 (electronic book) |
|
9781400814527 (electronic book) |
|
9780691091938 (paperback) |
|
0691091935 (paperback) |
|
0691091927 |
|
