Nonsmooth Analysis

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This book treats various concepts of generalized derivatives and subdifferentials in normed spaces, their geometric counterparts (tangent and normal cones) and their application to optimization problems. It starts with the subdifferential of convex analysis, passes to corresponding concepts for locally Lipschitz continuous functions and then presents subdifferentials for general lower semicontinuo...
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This book treats various concepts of generalized derivatives and subdifferentials in normed spaces, their geometric counterparts (tangent and normal cones) and their application to optimization problems. It starts with the subdifferential of convex analysis, passes to corresponding concepts for locally Lipschitz continuous functions and then presents subdifferentials for general lower semicontinuo...
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  • Formats: pdf
  • ISBN: 9783540713333
  • Publication Date: 26 May 2007
  • Publisher: Springer Berlin Heidelberg
  • Product language: English
  • Drm Setting: DRM