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Deterministic Global Optimization: Theory, Methods and Applications

Name: Deterministic Global Optimization: Theory, Methods and Applications
Brand: Springer, Berlin
SKU: 9780792360148
Price: 298.36 EUR
Availability: InStock

Autor: Christodoulos Floudas

Jazyk:

Väzba: Pevná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-13 dní

298.36 €

This book provides a unified and insightful treatment of deterministic global optimization. It intro...

Informácie o knihe

Autor

Christodoulos Floudas

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

1999

Stránok

742

EAN

9780792360148

ISBN

0792360141

Enbook ID

04162438

Vydavateľ

Springer, Berlin

Hmotnosť

1238

Rozmery

173 x 250 x 45

Kompletný popis

This book provides a unified and insightful treatment of deterministic global optimization. It introduces theoretical and algorithmic advances that address the computation and characterization of global optima, determine valid lower and upper bounds on the global minima and maxima, and enclose all solutions of nonlinear constrained systems of equations. Among its special features, the book: Introduces the fundamentals of deterministic global optimization; Provides a thorough treatment of decomposition-based global optimization approaches for biconvex and bilinear problems; Covers global optimization methods for generalized geometric programming problems Presents in-depth global optimization algorithms for general twice continuously differentiable nonlinear problems; Provides a detailed treatment of global optimization methods for mixed-integer nonlinear problems; Develops global optimization approaches for the enclosure of all solutions of nonlinear constrained systems of equations; Includes many important applications from process design, synthesis, control, and operations, phase equilibrium, design under uncertainty, parameter estimation, azeotrope prediction, structure prediction in clusters and molecules, protein folding, and peptide docking. Audience: This book can be used as a textbook in graduate-level courses and as a desk reference for researchers in all branches of engineering and applied science, applied mathematics, industrial engineering, operations research, computer science, economics, computational chemistry and molecular biology.