Convex Analysis and Global Optimization

This book presents state-of-the-art results and methodologies in modern global optimization, and has been a staple reference for researchers, engineers, advanced students (also in applied mathematics), and practitioners in various fields of engineering. The second edition has been brought up to date...

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Main Author: Tuy, Hoang
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2016, 2016
Edition:2nd ed. 2016
Series:Springer Optimization and Its Applications
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 1. Convex Sets
  • 2. Convex Functions
  • 3. Fixed Point and Equilibrium
  • 4. DC Functions and DC Sets
  • 5. Motivation and Overview
  • 6. General Methods
  • 7. DC Optimization Problems
  • 8. Special Methods
  • 9. Parametric Decomposition
  • 10. Nonconvex Quadratic Programming
  • 11. Monotonic Optimization
  • 12. Polynomial Optimization
  • 13. Optimization Under Equilibrium Constraints
  • References
  • Index.