000			02897nam a22005175i 4500
001			978-3-662-52681-1
003			DE-He213
005			20200421112232.0
007			cr nn 008mamaa
008			160627s2016 gw | s |||| 0|eng d
020			_a9783662526811 _9978-3-662-52681-1
024	7		_a10.1007/978-3-662-52681-1 _2doi
050		4	_aT55.4-60.8
072		7	_aTGP _2bicssc
072		7	_aTEC009060 _2bisacsh
082	0	4	_a670 _223
100	1		_aGuo, Zhaoxia. _eauthor.
245	1	0	_aIntelligent Decision-making Models for Production and Retail Operations _h[electronic resource] / _cby Zhaoxia Guo.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2016.
300			_aXI, 324 p. 84 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aFrom the Contents: Introduction -- Fundamentals of intelligent decision-making techniques -- An intelligent decision-making framework for production planning and control -- An intelligent optimization model for order scheduling at factory level.
520			_aThis book provides an overview of intelligent decision-making techniques and discusses their application in production and retail operations. Manufacturing and retail enterprises have stringent standards for using advanced and reliable techniques to improve decision-making processes, since these processes have significant effects on the performance of relevant operations and the entire supply chain. In recent years, researchers have been increasingly focusing attention on using intelligent techniques to solve various decision-making problems. The opening chapters provide an introduction to several commonly used intelligent techniques, such as genetic algorithm, harmony search, neural network and extreme learning machine. The book then explores the use of these techniques for handling various production and retail decision-making problems, such as production planning and scheduling, assembly line balancing, and sales forecasting.
650		0	_aEngineering.
650		0	_aOperations research.
650		0	_aDecision making.
650		0	_aManagement science.
650		0	_aComputational intelligence.
650		0	_aIndustrial engineering.
650		0	_aProduction engineering.
650	1	4	_aEngineering.
650	2	4	_aIndustrial and Production Engineering.
650	2	4	_aOperation Research/Decision Theory.
650	2	4	_aOperations Research, Management Science.
650	2	4	_aComputational Intelligence.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783662526798
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-662-52681-1
912			_aZDB-2-ENG
942			_cEBK
999			_c58033 _d58033