Introduction to nonsmooth optimization (Record no. 16234)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01740nam a2200301Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250801095540.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220909b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783319081137 |
| 037 ## - SOURCE OF ACQUISITION | |
| Terms of availability | Textbook |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CSL |
| Language of cataloging | eng |
| Transcribing agency | CSL |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 084 ## - COLON CLASSIFICATION NUMBER | |
| Classification number | B2893 Q4 TOR |
| Assigning agency | CSL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Bojirov, Adil |
| Relator term | author |
| 9 (RLIN) | 817052 |
| 245 #0 - TITLE STATEMENT | |
| Title | Introduction to nonsmooth optimization |
| Remainder of title | : Theory, practice and software |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Switzerland : |
| Name of publisher, distributor, etc. | Springer, |
| Date of publication, distribution, etc. | 2014. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xviii, 372p. |
| Other physical details | : ill. |
| 500 ## - GENERAL NOTE | |
| General note | References 357-368p.; Index 369-372p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily differentiable optimization). Solving these kinds of problems plays a critical role in many industrial applications and real-world modeling systems, for example in the context of image denoising, optimal control, neural network training, data mining, economics and computational chemistry and physics. The book covers both the theory and the numerical methods used in NSO and provide an overview of different problems arising in the field. It is organized into three parts:<br/>1. convex and nonconvex analysis and the theory of NSO;<br/>2. test problems and practical applications;<br/>3. a guide to NSO software. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Constraint handing |
| 9 (RLIN) | 817053 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Nonconvex analysis |
| 9 (RLIN) | 817054 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Optimality conditions |
| 9 (RLIN) | 817055 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Bundle methods |
| 9 (RLIN) | 817056 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Karmitsa, Napsu |
| Relator term | co-author |
| 9 (RLIN) | 470721 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Makela, Marko M |
| Relator term | co-author |
| 9 (RLIN) | 817057 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Classification part | B2893 Q4 TOR |
| Koha item type | Textbook |
| Source of classification or shelving scheme | Colon Classification (CC) |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Science Library | Central Science Library | 2022-09-12 | 357, 10/03/2015, Vardhman Books | B2893 Q4 TOR | SL1598112 | 2022-09-12 | 2022-09-12 | Textbook |