Convex Analysis and Global Optimization [electronic resource] / by Hoang Tuy
- Author
- Hoang, Tuy, 1927-
- Published
- Cham : Springer International Publishing : Imprint: Springer, 2016.
- Edition
- 2nd ed. 2016.
- Physical Description
- XVI, 505 pages 36 illustrations : online resource
- Additional Creators
- SpringerLink (Online service)
Access Online
- Series
- 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. .
- Summary
- 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 and continues to develop a coherent and rigorous theory of deterministic global optimization, highlighting the essential role of convex analysis. The text has been revised and expanded to meet the needs of research, education, and applications for many years to come. Updates for this new edition include: · Discussion of modern approaches to minimax, fixed point, and equilibrium theorems, and to nonconvex optimization; · Increased focus on dealing more efficiently with ill-posed problems of global optimization, particularly those with hard constraints;
- Subject(s)
- ISBN
- 9783319314846
- Digital File Characteristics
- text file PDF
- Part Of
- Springer eBooks
View MARC record | catkey: 18896954