Convex Analysis and Global Optimization (Nonconvex Optimization and Its Applications)

Description for Convex Analysis and Global Optimization Nonconvex Optimization and Its Applications

Convex Analysis and Global Optimization (Nonconvex Optimization and Its Applications)
Springer | ISBN: 0792348184 | 1998-01-31 | PDF | 356 pages | 7 Mb

Due to the general complementary convex structure underlying most nonconvex optimization problems encountered in applications, convex analysis plays an essential role in the development of global optimization methods. This book develops a coherent and rigorous theory of deterministic global optimization from this point of view. Part I constitutes an introduction to convex analysis, with an emphasis on concepts, properties and results particularly needed for global optimization, including those pertaining to the complementary convex structure. Part II presents the foundation and application of global search principles such as partitioning and cutting, outer and inner approximation, and decomposition to general global optimization problems and to problems with a low-rank nonconvex structure as well as quadratic problems. Much new material is offered, aside from a rigorous mathematical development. Audience: The book is written as a text for graduate students in engineering, mathematics, operations research, computer science and other disciplines dealing with optimization theory. It is also addressed to all scientists in various fields who are interested in mathematical optimization.

Download

Mirror

Convex Analysis and Global Optimization Nonconvex Optimization and Its Applications.full.rar

Convex Analysis and Global Optimization Nonconvex Optimization and Its Applications [TRUSTED HIGH SPEED DOWNLOAD]

Search

1. Rapidshare video-audio list page : 829
2. The theory of subgradients and its applications to problems of optimization: Convex and nonconvex functions
3. Convex Analysis and Nonlear Optimization: Theory and Examples (repost)
4. Optimization and Logistics Challenges in the Enterprise (Springer Optimization and Its Applications)
5. Optimization and Control with Applications (Applied Optimization) (Repost)
6. V-Invex Functions and Vector Optimization (Sprger Optimization and Its Applications) by Shashi Kant Mishra (Repost)
7. Transportation Systems Analysis: Models and Applications (Springer Optimization and Its Applications)
8. Stochastic Global Optimization Techniques and Applications Chemical Engeerg
9. Nonsmooth Optimization: Analysis and Algorithms With Applications to Optimal Control
10. Variational Analysis Sobolev and BV Spaces: Applications to PDEs and Optimization
11. Nonsmooth Mechanics and Convex Optimization
12. Convex Optimization I (EE364A) - Stanford University
13. Convex Optimization II (EE364B) - Stanford University
14. Stochastic Distribution Control System Design A Convex Optimization Approach
15. Practical Methods of Optimization. Volume 1. Unconstraed Optimization by R. Fletcher (Repost)
16. Practical Mathematical Optimization: An Introduction to Basic Optimization Theory