LEADER 04179nam  22007815  450 
001 9910298550903321
005 20251117075518.0
010   $a3-319-08114-4
024 7 $a10.1007/978-3-319-08114-4
035   $a(CKB)3710000000219377
035   $a(EBL)1802847
035   $a(SSID)ssj0001338330
035   $a(PQKBManifestationID)11994215
035   $a(PQKBTitleCode)TC0001338330
035   $a(PQKBWorkID)11337854
035   $a(PQKB)11452970
035   $a(MiAaPQ)EBC1802847
035   $a(DE-He213)978-3-319-08114-4
035   $a(PPN)180622536
035   $a(EXLCZ)993710000000219377
100   $a20140812d2014      u|         0
101 0 $aeng
135   $aur|n|---|||||
181   $ctxt
182   $cc
183   $acr
200 10$aIntroduction to nonsmooth optimization $etheory, practice and software /$fby Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
205   $a1st ed. 2014.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2014.
215   $a1 online resource (377 p.)
300   $aDescription based upon print version of record.
311 08$a1-322-13723-4 
311 08$a3-319-08113-6 
320   $aIncludes bibliographical references and index.
327   $aIntroduction -- Nonsmooth Analysis and Optimization -- Nonsmooth Problems -- Nonsmooth Optimizational Methods.
330   $aThis book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily di?erentiable 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 di?erent problems arising in the ?eld. 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 ?eld, it is also well suited as an independent learning guide for practitioners already familiar with the basics of optimization.
606   $aOperations research
606   $aDecision making
606   $aMathematical optimization
606   $aNumerical analysis
606   $aManagement science
606   $aCalculus of variations
606   $aOperations Research/Decision Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/521000
606   $aOptimization$3https://scigraph.springernature.com/ontologies/product-market-codes/M26008
606   $aNumeric Computing$3https://scigraph.springernature.com/ontologies/product-market-codes/I1701X
606   $aOperations Research, Management Science$3https://scigraph.springernature.com/ontologies/product-market-codes/M26024
606   $aContinuous Optimization$3https://scigraph.springernature.com/ontologies/product-market-codes/M26030
606   $aCalculus of Variations and Optimal Control; Optimization$3https://scigraph.springernature.com/ontologies/product-market-codes/M26016
615  0$aOperations research.
615  0$aDecision making.
615  0$aMathematical optimization.
615  0$aNumerical analysis.
615  0$aManagement science.
615  0$aCalculus of variations.
615 14$aOperations Research/Decision Theory.
615 24$aOptimization.
615 24$aNumeric Computing.
615 24$aOperations Research, Management Science.
615 24$aContinuous Optimization.
615 24$aCalculus of Variations and Optimal Control; Optimization.
676   $a519.6
700   $aBag??rov$b Adil$4aut$4http://id.loc.gov/vocabulary/relators/aut$01864776
702   $aKarmitsa$b Napsu$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aMa?kela?$b Marko M.$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910298550903321
996   $aIntroduction to nonsmooth optimization$94471711
997   $aUNINA