000 03178nam a22005535i 4500
001 978-3-662-52681-1
003 DE-He213
005 20220801221952.0
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
072 7 _aTGP
_2thema
082 0 4 _a670
_223
100 1 _aGuo, Zhaoxia.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_958987
245 1 0 _aIntelligent Decision-making Models for Production and Retail Operations
_h[electronic resource] /
_cby Zhaoxia Guo.
250 _a1st ed. 2016.
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 _aIndustrial engineering.
_931641
650 0 _aProduction engineering.
_93683
650 0 _aOperations research.
_912218
650 0 _aManagement science.
_98316
650 0 _aComputational intelligence.
_97716
650 1 4 _aIndustrial and Production Engineering.
_931644
650 2 4 _aOperations Research and Decision Theory.
_931599
650 2 4 _aOperations Research, Management Science .
_931720
650 2 4 _aComputational Intelligence.
_97716
710 2 _aSpringerLink (Online service)
_958988
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783662526798
776 0 8 _iPrinted edition:
_z9783662526804
776 0 8 _iPrinted edition:
_z9783662570692
856 4 0 _uhttps://doi.org/10.1007/978-3-662-52681-1
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c80255
_d80255