Introduction to Nonsmooth Optimization (Record no. 50826)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03022nam a22005775i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-319-08114-4 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200420211744.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 140812s2014 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783319081144 |
| -- | 978-3-319-08114-4 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 658.40301 |
| 100 1# - AUTHOR NAME | |
| Author | Bagirov, Adil. |
| 245 10 - TITLE STATEMENT | |
| Title | Introduction to Nonsmooth Optimization |
| Sub Title | Theory, Practice and Software / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XVIII, 372 p. 72 illus. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Introduction -- Nonsmooth Analysis and Optimization -- Nonsmooth Problems -- Nonsmooth Optimizational Methods. |
| 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 provides an overview of different problems arising in the field. It is organized into three parts: 1.convex and nonconvex analysis and the theory of NSO; 2.test problems and practical applications; 3.a guide to NSO software. The book is ideal for anyone teaching or attending NSO courses. As an accessible introduction to the field, it is also well suited as an independent learning guide for practitioners already familiar with the basics of optimization. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Karmitsa, Napsu. |
| 700 1# - AUTHOR 2 | |
| Author 2 | M�akel�a, Marko M. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://dx.doi.org/10.1007/978-3-319-08114-4 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2014. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Business. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Operations research. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Decision making. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Numerical analysis. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Mathematical optimization. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Calculus of variations. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Management science. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Business and Management. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Operation Research/Decision Theory. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Optimization. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Numeric Computing. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Operations Research, Management Science. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Continuous Optimization. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Calculus of Variations and Optimal Control; Optimization. |
| 912 ## - | |
| -- | ZDB-2-SBE |
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