| 000 -LEADER |
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| fixed length control field |
nam a22 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
240407b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781119877639 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.6 |
| Item number |
CHO |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Chong, Edwin K.P |
| 245 ## - TITLE STATEMENT |
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| Title |
An introduction to optimization , With applications to machine learning |
| 250 ## - EDITION STATEMENT |
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| Edition statement |
5th ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher, distributor, etc |
Wiley, |
| Date of publication, distribution, etc |
2024 |
| Place of publication, distribution, etc |
New Jersey : |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xviii, 651 p. ; |
| Other physical details |
ill., |
| Dimensions |
26 cm |
| 365 ## - TRADE PRICE |
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| Price amount |
131.95 |
| Price type code |
$ |
| Unit of pricing |
86.30 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
Optimization is central to any problem involving decision making in many disciplines, such as engineering, mathematics, statistics, economics, and computer science. Now, more than ever, it is increasingly vital to have a firm grasp of the topic due to the rapid progress in computer technology, including the development and availability of user-friendly software, high-speed and parallel processors, and networks. Fully updated to reflect modern developments in the field, An Introduction to Optimization, Third Edition fills the need for an accessible, yet rigorous, introduction to optimization theory and methods." "The book begins with a review of basic definitions and notations and also provides the related fundamental background of linear algebra, geometry, and calculus. With this foundation, the authors explore the essential topics of unconstrained optimization problems, linear programming problems, and nonlinear constrained optimization. An optimization perspective on global search methods is featured and includes discussions on genetic algorithms, particle swarm optimization, and the simulated annealing algorithm. In addition, the book includes an elementary introduction to artificial neural networks, convex optimization, and multi-objective optimization, all of which are of tremendous interest to students, researchers, and practitioners. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Mathematical optimization |
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| Topical term or geographic name as entry element |
Simplex algorithm |
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| Topical term or geographic name as entry element |
Steepest descent |
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| Topical term or geographic name as entry element |
Secant method |
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| Topical term or geographic name as entry element |
Quadratic function |
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| Topical term or geographic name as entry element |
Optimization problem |
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| Topical term or geographic name as entry element |
Objective function |
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| Topical term or geographic name as entry element |
Newton's method |
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| Topical term or geographic name as entry element |
Linear programming |
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| Topical term or geographic name as entry element |
Genetic algorithm |
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| Topical term or geographic name as entry element |
Convex function |
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| Topical term or geographic name as entry element |
Chromosomes |
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| Topical term or geographic name as entry element |
Basic feasible solution |
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| Topical term or geographic name as entry element |
Augmented matrix |
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| Topical term or geographic name as entry element |
Algorithms |
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| Topical term or geographic name as entry element |
Linear Programming |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Zak, Stanislaw H |
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| Personal name |
Lu, Sheng Wu |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
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| Item type |
Books |