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Deterministic Global Optimization: Theory, Methods and Applications

Name: Deterministic Global Optimization: Theory, Methods and Applications
Brand: Springer, Berlin
SKU: 9781441948205
Price: 6845 CZK
Availability: InStock

Autor: Christodoulos A. Floudas

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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

Informace o knize

Autor

Christodoulos A. Floudas

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

742

EAN

9781441948205

ISBN

1441948201

Enbook ID

01423245

Vydavatel

Springer, Berlin

Hmotnost

1052

Rozměry

160 x 240 x 38

Kompletní 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.

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