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Table of Contents
Convex Functions on Intervals
Convex Sets in Real Linear Spaces
Convex Functions on a Normed Linear Space
Convexity and Majorization
Convexity in Spaces of Matrices
Duality and Convex Optimization
Special Topics in Majorization Theory
A. Generalized Convexity on Intervals
B. Background on Convex Sets
C. Elementary Symmetric Functions
D. Second Order Differentiability of Convex Functions
E. The Variational Approach of PDE.
Convex Sets in Real Linear Spaces
Convex Functions on a Normed Linear Space
Convexity and Majorization
Convexity in Spaces of Matrices
Duality and Convex Optimization
Special Topics in Majorization Theory
A. Generalized Convexity on Intervals
B. Background on Convex Sets
C. Elementary Symmetric Functions
D. Second Order Differentiability of Convex Functions
E. The Variational Approach of PDE.