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Deterministic Global Optimization - Theory, Methods and Applications (Hardcover, 1999 ed.)
Loot Price: R8,729
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Deterministic Global Optimization - Theory, Methods and Applications (Hardcover, 1999 ed.)
Series: Nonconvex Optimization and Its Applications, 37
Expected to ship within 10 - 15 working days
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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.
General
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