Convex Analysis and Nonlinear Optimization: Theory and by Jonathan Borwein,Adrian S. Lewis

By Jonathan Borwein,Adrian S. Lewis

Optimization is a wealthy and thriving mathematical self-discipline. the speculation underlying present computational optimization strategies grows ever extra refined. The robust and stylish language of convex research unifies a lot of this conception. the purpose of this ebook is to supply a concise, available account of convex research and its functions and extensions, for a large viewers. it could actually function a instructing textual content, at approximately the extent of first 12 months graduate scholars. whereas the most physique of the textual content is self-contained, each one part concludes with a frequently large set of non-compulsory workouts. the hot version provides fabric on semismooth optimization, in addition to numerous new proofs that might make this ebook much more self-contained.

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