Mohit Tawarmalani, Nikolaos V. Sahinidis

Convexification and Global Optimization in Continuous and Mixed-Integer Nonlinear Programming

Theory, Algorithms, Software, and Applications

• Gebundenes Buch

Produktbeschreibung

This book provides an insightful and comprehensive treatment of convexification and global optimization of continuous and mixed-integer nonlinear programs. Developed for students, researchers, and practitioners, the book covers theory, algorithms, software, and applications.

Produktdetails

• Nonconvex Optimization and its Applications Vol.65
• Verlag: Springer Netherlands
• Artikelnr. des Verlages: 978-1-4020-1031-6
• 2002 edition
• Seitenzahl: 478
• Erscheinungstermin: 31. Oktober 2002
• Englisch
• Abmessung: 246mm x 165mm x 26mm
• Gewicht: 1035g
• ISBN-13: 9781402010316
• ISBN-10: 1402010311
• Artikelnr.: 14054412

Inhaltsangabe

Preface. Acknowledgements. List of Figures. List of Tables. 1. Introduction. 2. Convex Extensions. 3. Project Disaggregation. 4. Relaxations of Factorable Programs. 5. Domain Reduction. 6. Node Partitioning. 7. Implementation. 8. Refrigerant Design Problem. 9. The Pooling Problem. 10. Miscellaneous Problems. 11. GAMS/BARON: A Tutorial. A: GAMS Model for Pooling Problems. Bibliography. Index. Author Index.

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1 Introduction.- 2 Convex Extensions.- 3 Product Disaggregation.- 4 Relaxations of Factorable Programs.- 5 Domain Reduction.- 6 Node Partitioning.- 7 Implementation.- 8 Refrigerant Design Problem.- 9 The Pooling Problem.- 10 Miscellaneous Problems.- 11 GAMS/BARON: A Tutorial.- A GAMS Models for Pooling Problems.- A.1 Problems Adhya 1, 2, 3, and 4.- A.2 Problems Bental 4 and 5.- A.3 Problems Foulds 2, 3, 4, and 5.- A.4 Problems Haverly 1, 2, and 3.- A.5 Problem RT 2.- Author Index.