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Chapter 10: How to Detect Convexity

Chapter 10: How to Detect Convexity

pp. 158-174

Authors

, Carnegie Mellon University, Pennsylvania, , Georgia Institute of Technology
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Extract

In this chapter, we (a) outline operations preserving convexity of functions, (b) present differential criteria for convexity, (c) establish convexity of several important multivariate functioins, (d) present the gradient inequality, and (e) establish local boundedness and Lipschitz continuity of convex functions.

Keywords

  • Operations preserving convexity of functions
  • differential criteria of convexity
  • gradient inequality
  • local boundedness
  • and Lipschitz continuity of convex functions

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