Handbook of Semidefinite Programming: Theory, Algorithms, and Applications: 27 - Rilegato

Libro 24 di 323: International Series in Operations Research & Management Science
 
9780792377719: Handbook of Semidefinite Programming: Theory, Algorithms, and Applications: 27
Rilegato
ISBN 10: 0792377710 ISBN 13: 9780792377719
Casa editrice: Springer-Verlag GmbH, 2000

Sinossi

Semidefinite programming (SDP) is one of the most exciting and active research areas in optimization. It has and continues to attract researchers with very diverse backgrounds, including experts in convex programming, linear algebra, numerical optimization, combinatorial optimization, control theory, and statistics. This tremendous research activity has been prompted by the discovery of important applications in combinatorial optimization and control theory, the development of efficient interior-point algorithms for solving SDP problems, and the depth and elegance of the underlying optimization theory.
The Handbook of Semidefinite Programming offers an advanced and broad overview of the current state of the field. It contains nineteen chapters written by the leading experts on the subject. The chapters are organized in three parts: Theory, Algorithms, and Applications and Extensions.

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Contenuti

Contributing Authors. List of Figures. List of Tables. Preface. 1. Introduction; H. Wolkowicz, et al. Part I: Theory. 2. Convex Analysis on Symmetric Matrices; F. Jarre. 3. The Geometry of Semidefinite Programming; G. Pataki. 4. Duality and Optimality Conditions; A. Shapiro, K. Scheinberg. 5. Self-Dual Embeddings; E. de Klerk, et al. 6. Robustness; A. Ben-Tal, et al. 7. Error Analysis; Zhiquan Luo, J. Sturm. Part II: Algorithms. 8. Symmetric Cones, Potential Reduction Methods; F. Alizadeh, S. Schmieta. 9. Potential Reduction and Primal-Dual Methods; L. Tuncel. 10. Path-Following Methods; R. Monteiro, M. Todd. 11. Bundle Methods and Eigenvalue Functions; C. Helmberg, F. Oustry. Part III: Applications and Extensions. 12. Combinatorial Optimization; M. Goemans, F. Rendl. 13. Nonconvex Quadratic Optimization; Y. Nesterov, et al. 14. SDP in Systems and Control Theory; V. Balakrishnan, Fan Wang. 15. Structural Design; A. Ben-Tal, A. Nemirovski. 16. Moment Problems and Semidefinite Optimization; D. Bertsimas, J. Sethuraman. 17. Design of Experiments in Statistics; V. Fedorov, J. Lee. 18. Matrix Completion Problems; A. Alfakih, H. Wolkowicz. 19. Eigenvalue Problems and Nonconvex Minimization; F. Jarre. 20. General Nonlinear Programming; S. Kruk, H. Wolkowicz. References. Appendix A-.1. Conclusion and Further Historical Notes. A-.2.Index.

Product Description

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Editore
Springer-Verlag GmbH
Data di pubblicazione
2000
Lingua
Inglese
ISBN 10 
0792377710
ISBN 13 
9780792377719
Rilegatura
Copertina rigida
Numero di pagine
686
Redattore
Wolkowicz Henry, Vandenberghe Lieven, Saigal Romesh
Contatto del produttore
non disponibile
Persona responsabile
Springer Nature Customer Service Center GmbH
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Altre edizioni note dello stesso titolo

9781461369707: Handbook of Semidefinite Programming: Theory, Algorithms, and Applications: 27

Edizione in evidenza

ISBN 10:  1461369703 ISBN 13:  9781461369707
Casa editrice: Springer, 2012
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