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| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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230416b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781944660529 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.6 |
| Item number |
CAR |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Carlier, Guillaume |
| 245 ## - TITLE STATEMENT |
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| Title |
Classical and modern optimization |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher, distributor, etc |
World Scientific, |
| Date of publication, distribution, etc |
2022 |
| Place of publication, distribution, etc |
New Jersey : |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xiii, 371 p.; |
| Other physical details |
ill., |
| Dimensions |
23 cm |
| 365 ## - TRADE PRICE |
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| Price amount |
1395.00 |
| Price type code |
INR |
| Unit of pricing |
01 |
| 490 ## - SERIES STATEMENT |
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| Series statement |
Advanced textbooks in mathematics |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
The quest for the optimal is ubiquitous in nature and human behavior. The field of mathematical optimization has a long history and remains active today, particularly in the development of machine learning. Classical and Modern Optimization presents a self-contained overview of classical and modern ideas and methods in approaching optimization problems. The approach is rich and flexible enough to address smooth and non-smooth, convex and non-convex, finite or infinite-dimensional, static or dynamic situations. The first chapters of the book are devoted to the classical toolbox: topology and functional analysis, differential calculus, convex analysis and necessary conditions for differentiable constrained optimization. The remaining chapters are dedicated to more specialized topics and applications. Valuable to a wide audience, including students in mathematics, engineers, data scientists or economists, Classical and Modern Optimization contains more than 200 exercises to assist with self-study or for anyone teaching a third- or fourth-year optimization class. |
| 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 |
Functional Analysis |
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| Topical term or geographic name as entry element |
Banach space |
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| Topical term or geographic name as entry element |
Baire's theorem |
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| Topical term or geographic name as entry element |
Dunford-Pettis theorem |
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| Topical term or geographic name as entry element |
Envelope t5heorem |
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| Topical term or geographic name as entry element |
Fenchel-Rockafellar theorem |
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| Topical term or geographic name as entry element |
Green formula |
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| Topical term or geographic name as entry element |
Hopf-Lax formula |
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| Topical term or geographic name as entry element |
Inverse function theorem |
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| Topical term or geographic name as entry element |
Krein-Milman theorem |
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| Topical term or geographic name as entry element |
Lax-Oleinik formula |
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| Topical term or geographic name as entry element |
Minkowski Farkes theorem |
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| Topical term or geographic name as entry element |
Newton's law |
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| Topical term or geographic name as entry element |
Rademacher's theorem |
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| Topical term or geographic name as entry element |
Strong linear programming (LP) duality theorem |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
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| Item type |
Books |