Handbook of Global Optimization, Volume 2

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Reiner Horst, Panos M. Pardalos, H. Edwin Romeijn
Springer Science & Business Media, Jun 30, 2002 - Business & Economics - 572 pages
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In 1995 the Handbook of Global Optimization (first volume), edited by R. Horst, and P.M. Pardalos, was published. This second volume of the Handbook of Global Optimization is comprised of chapters dealing with modern approaches to global optimization, including different types of heuristics. Together (available as a set, set ISBN 1-4020-0742-6), the two volumes of the handbook cover a complete and broad spectrum of approaches for dealing with global optimization problems.

The goal of the editors is to provide a true handbook that does not focus on particular applications of the heuristics and algorithms, but rather describes the state of the art for the different methodologies. Topics covered in the handbook include various metaheuristics, such as simulated annealing, genetic algorithms, neural networks, taboo search, shake-and-bake methods, and deformation methods. In addition, the book contains chapters on new exact stochastic and deterministic approaches to continuous and mixed-integer global optimization, such as stochastic adaptive search, two-phase methods, branch-and-bound methods with new relaxation and branching strategies, algorithms based on local optimization, and dynamical search. Finally, the book contains chapters on experimental analysis of algorithms and software, test problems, and applications.

Audience: Graduate students in engineering and operations research, academic research, as well as practitioners, who can tailor the general approaches described in the handbook to their specific needs and applications.

 

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Contents

II
1
III
65
IV
87
V
115
VI
151
VII
179
VIII
231
IX
251
X
275
XI
363
XII
387
XIII
407
XIV
461
XV
489
XVI
515
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About the author (2002)

Panos M. Pardalos is one of the leading experts in global optimization and control theory. V. Yatsenko's research is connected with control of bilinear systems, nonlinear estimation, control of quantum systems, and globabl optimization problems. Both Pardalos and Yatsenko have authored numerous publications including books and well-known scientific journals.