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| 003 | RU-ToGU | ||
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| 007 | cr nn 008mamaa | ||
| 008 | 160915s2014 gw | s |||| 0|eng d | ||
| 020 |
_a9783319081144 _9978-3-319-08114-4 |
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| 024 | 7 |
_a10.1007/978-3-319-08114-4 _2doi |
|
| 035 | _ato000543652 | ||
| 040 |
_aSpringer _cSpringer _dRU-ToGU |
||
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_aBUS049000 _2bisacsh |
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| 082 | 0 | 4 |
_a658.40301 _223 |
| 100 | 1 |
_aBagirov, Adil. _eauthor. _9450017 |
|
| 245 | 1 | 0 |
_aIntroduction to Nonsmooth Optimization _helectronic resource _bTheory, Practice and Software / _cby Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä. |
| 260 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2014. |
||
| 300 |
_aXVIII, 372 p. 72 illus. _bonline resource. |
||
| 336 |
_atext _btxt _2rdacontent |
||
| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
||
| 505 | 0 | _aIntroduction -- Nonsmooth Analysis and Optimization -- Nonsmooth Problems -- Nonsmooth Optimizational Methods. | |
| 520 | _aThis 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. | ||
| 650 | 0 |
_aEconomics. _9135154 |
|
| 650 | 0 |
_aElectronic data processing. _9303503 |
|
| 650 | 0 |
_aMathematical optimization. _9566241 |
|
| 650 | 0 |
_aOperations research. _9303058 |
|
| 650 | 1 | 4 |
_aEconomics/Management Science. _9247365 |
| 650 | 2 | 4 |
_aOperation Research/Decision Theory. _9411428 |
| 650 | 2 | 4 |
_aoptimization. _9566242 |
| 650 | 2 | 4 |
_aNumeric Computing. _9303733 |
| 650 | 2 | 4 |
_aOperations Research, Management Science. _9353130 |
| 650 | 2 | 4 |
_aContinuous Optimization. _9446367 |
| 650 | 2 | 4 |
_aCalculus of Variations and Optimal Control; Optimization. _9306640 |
| 700 | 1 |
_aKarmitsa, Napsu. _eauthor. _9450018 |
|
| 700 | 1 |
_aMäkelä, Marko M. _eauthor. _9450019 |
|
| 710 | 2 |
_aSpringerLink (Online service) _9143950 |
|
| 773 | 0 | _tSpringer eBooks | |
| 856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-319-08114-4 |
| 912 | _aZDB-2-SBE | ||
| 999 | _c401087 | ||