000			02874nam a22005295i 4500
003			DE-He213
005			20151013141913.0
007			cr nn 008mamaa
008			140812s2014 gw | s |||| 0|eng d
020			_a9783319081144 _9978-3-319-08114-4
024	7		_a10.1007/978-3-319-08114-4 _2doi
050		4	_aHD30.23
072		7	_aKJT _2bicssc
072		7	_aKJMD _2bicssc
072		7	_aBUS049000 _2bisacsh
082	0	4	_a658.40301 _223
100	1		_aBagirov, Adil. _eauthor.
245	1	0	_aIntroduction to Nonsmooth Optimization _h[electronic resource] : _bTheory, Practice and Software / _cby Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä.
260		1	_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
347			_atext file _bPDF _2rda
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.
650		0	_aElectronic data processing.
650		0	_aMathematical optimization.
650		0	_aOperations research.
650	1	4	_aEconomics/Management Science.
650	2	4	_aOperation Research/Decision Theory.
650	2	4	_aOptimization.
650	2	4	_aNumeric Computing.
650	2	4	_aOperations Research, Management Science.
650	2	4	_aContinuous Optimization.
650	2	4	_aCalculus of Variations and Optimal Control; Optimization.
700	1		_aKarmitsa, Napsu. _eauthor.
700	1		_aMäkelä, Marko M. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783319081137
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-319-08114-4
912			_aZDB-2-SBE
942			_2ddc _cEBOOK
999			_c3078 _d3078