Author | Floudas, Christodoulos A. author |
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Title | Deterministic Global Optimization [electronic resource] : Theory, Methods and Applications / by Christodoulos A. Floudas |
Imprint | Boston, MA : Springer US : Imprint: Springer, 2000 |
Connect to | http://dx.doi.org/10.1007/978-1-4757-4949-6 |
Descript | XVIII, 742 p. online resource |
1. Introduction -- 2. Basic Concepts of Global Optimization -- I Biconvex and Bilinear Problems -- 3. The GOP Primal โ Relaxed Dual Decomposition Approach: Theory -- 4. The GOP Approach: Implementation and Computational Studies -- 5. The GOP Approach in Bilevel Linear and Quadratic Problems -- 6. The GOP Approach in Phase and Chemical Equilibrium Problems -- 7. The GOP Approach: Distributed Implementation -- II Signomial Problems -- 8. Generalized Geometric Programming: Theory -- 9. Generalized Geometric Programming: Computational Studies -- III Towards General Twice Differentiable NLPs -- 10. From Biconvex to General Twice Differentiable NLPs -- 11. The ?BB for Box Constrained Twice-Differentiable NLPs: Theory -- 12. The ?BB for Constrained Twice -Differentiable NLPs: Theory -- 13. Computational Studies of the ?BB Approach -- 14. Global Optimization in Microclusters -- 15. The ?BB Approach in Molecular Structure Prediction -- 16. The ?BB Approach in Protein Folding -- 17. The ?BB Approach in Peptide Docking -- 18. The ?BB Approach in Batch Design under Uncertainty -- 19. The ?BB Approach in Parameter Estimation -- IV Nonlinear and Mixed-Integer Optimization -- 20. Introduction to Nonlinear and Mixed-Integer Optimization -- 21. The SMIN-?BB Approach: Theory and Computations -- 22. The GMIN-?BB Approach: Theory and Computations -- V Nonlinear Constrained Systems of Equations -- 23. All Solutions of Nonlinear Constrained Systems of Equations -- 24. Locating All Homogeneous Azeotropes -- References