Convex optimization (Record no. 39201)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01952nam a2200205 a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780521833783 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 0521833787 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.3 |
| Item number | BOY |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Boyd, Stephen |
| 245 ## - TITLE STATEMENT | |
| Title | Convex optimization |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Cambridge, UK ; |
| -- | New York : |
| Name of publisher | Cambridge University Press, |
| Year of publication | 2004. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xiii, 716 pages : |
| Other physical details | illustrations ; |
| 500 ## - GENERAL NOTE | |
| General note | Bibliography & index |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction --<br/>Convex sets --<br/>Convex functions --<br/>Convex optimization problems --<br/>Duality --<br/>Approximation and fitting --<br/>Statistical estimation --<br/>Geometric problems --<br/>Unconstrained minimization --<br/>Equality constrained minimization --<br/>Interior-point methods --<br/>Appendices: A. Mathematical background --<br/>B. Problems involving two quadratic functions --<br/>C. Numerical linear algebra background. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | <br/>From the publisher. Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how such problems can be solved numerically with great efficiency. The book begins with the basic elements of convex sets and functions, and then describes various classes of convex optimization problems. Duality and approximation techniques are then covered, as are statistical estimation techniques. Various geometrical problems are then presented, and there is detailed discussion of unconstrained and constrained minimization problems, and interior-point methods. The focus of the book is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. It contains many worked examples and homework exercises and will appeal to students, researchers and practitioners in fields such as engineering, computer science, mathematics, statistics, finance, and economics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Mathematical optimization. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Convex functions. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vandenberghe, Lieven |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Reference Books |
| Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Reference | Main Library | Main Library | Reference | 19/04/2005 | Purchased | 9000.00 | 519.3 BOY | 009799 | Reference Books |