04179nam 22007815 450 991029855090332120251117075518.03-319-08114-410.1007/978-3-319-08114-4(CKB)3710000000219377(EBL)1802847(SSID)ssj0001338330(PQKBManifestationID)11994215(PQKBTitleCode)TC0001338330(PQKBWorkID)11337854(PQKB)11452970(MiAaPQ)EBC1802847(DE-He213)978-3-319-08114-4(PPN)180622536(EXLCZ)99371000000021937720140812d2014 u| 0engur|n|---|||||txtccrIntroduction to nonsmooth optimization theory, practice and software /by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä1st ed. 2014.Cham :Springer International Publishing :Imprint: Springer,2014.1 online resource (377 p.)Description based upon print version of record.1-322-13723-4 3-319-08113-6 Includes bibliographical references and index.Introduction -- Nonsmooth Analysis and Optimization -- Nonsmooth Problems -- Nonsmooth Optimizational Methods.This 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.Operations researchDecision makingMathematical optimizationNumerical analysisManagement scienceCalculus of variationsOperations Research/Decision Theoryhttps://scigraph.springernature.com/ontologies/product-market-codes/521000Optimizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M26008Numeric Computinghttps://scigraph.springernature.com/ontologies/product-market-codes/I1701XOperations Research, Management Sciencehttps://scigraph.springernature.com/ontologies/product-market-codes/M26024Continuous Optimizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M26030Calculus of Variations and Optimal Control; Optimizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M26016Operations research.Decision making.Mathematical optimization.Numerical analysis.Management science.Calculus of variations.Operations Research/Decision Theory.Optimization.Numeric Computing.Operations Research, Management Science.Continuous Optimization.Calculus of Variations and Optimal Control; Optimization.519.6Bağırov Adilauthttp://id.loc.gov/vocabulary/relators/aut1864776Karmitsa Napsuauthttp://id.loc.gov/vocabulary/relators/autMäkelä Marko M.authttp://id.loc.gov/vocabulary/relators/autBOOK9910298550903321Introduction to nonsmooth optimization4471711UNINA