Christodoulos A Floudas

(Author)

Deterministic Global Optimization: Theory, Methods and ApplicationsPaperback, 7 December 2010

Deterministic Global Optimization: Theory, Methods and Applications
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Part of Series
Nonconvex Optimization and Its Applications
Part of Series
Nonconvex Optimization and Its Applications (Closed)
Print Length
742 pages
Language
English
Publisher
Springer
Date Published
7 Dec 2010
ISBN-10
1441948201
ISBN-13
9781441948205

Description

The vast majority of important applications in science, engineering and applied science are characterized by the existence of multiple minima and maxima, as well as first, second and higher order saddle points. The area of Deterministic Global Optimization introduces theoretical, algorithmic and computational ad- vances that (i) address the computation and characterization of global minima and maxima, (ii) determine valid lower and upper bounds on the global minima and maxima, and (iii) address the enclosure of all solutions of nonlinear con- strained systems of equations. Global optimization applications are widespread in all disciplines and they range from atomistic or molecular level to process and product level representations. The primary goal of this book is three fold: first, to introduce the reader to the basics of deterministic global optimization; second, to present important theoretical and algorithmic advances for several classes of mathematical prob- lems that include biconvex and bilinear; problems, signomial problems, general twice differentiable nonlinear problems, mixed integer nonlinear problems, and the enclosure of all solutions of nonlinear constrained systems of equations; and third, to tie the theory and methods together with a variety of important applications.

Product Details

Author:
Christodoulos A Floudas
Book Format:
Paperback
Country of Origin:
NL
Date Published:
7 December 2010
Dimensions:
23.39 x 15.6 x 3.86 cm
ISBN-10:
1441948201
ISBN-13:
9781441948205
Language:
English
Location:
New York, NY
Pages:
742
Publisher:
Weight:
1052.33 gm

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