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Carte Deterministic Global Optimization: Theory, Methods and Applications Christodoulos A. Floudas

Deterministic Global Optimization: Theory, Methods and Applications

Autor: Christodoulos A. Floudas
Limbă: engleză
Legare: Carte broșată
Editura: Springer, Berlin
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
1 653.33 lei
This book provides a unified and insightful treatment of deterministic global optimization. It intro...

Informații despre carte

Autor
Christodoulos A. Floudas
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2010
Pagini
742
EAN
9781441948205
ISBN
1441948201
Enbook ID
01423245
Editura
Springer, Berlin
Greutate
1052
Dimensiuni
160 x 240 x 38

Descriere completă

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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