Introduction to Global Optimization Exploiting Space-Filling Curves

Language: English

Published by Springer, Springer Aug 2013, 2013

1461480418 / 9781461480419

Series: Book 13 of 43 - SpringerBriefs in Optimization

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This item is printed on demand - Print on Demand Titel. Neuware -Introduction to Global Optimization Exploiting Space-Filling Curves provides an overview of classical and new results pertaining to the usage of space-filling curves in global optimization. The authors look at a family of derivative-free numerical algorithms applying space-filling curves to reduce the dimensionality of the global optimization problem; along with a number of unconventional ideas, such as adaptive strategies for estimating Lipschitz constant, balancing global and local information to accelerate the search. Convergence conditions of the described algorithms are studied in depth and theoretical considerations are illustrated through numerical examples. This work also contains a code for implementing space-filling curves that can be used for constructing new global optimization algorithms. Basic ideas from this text can be applied to a number of problems including problems with multiextremal and partially defined constraints and non-redundant parallel computations can be organized. Professors, students, researchers, engineers, and other professionals in the fields of pure mathematics, nonlinear sciences studying fractals, operations research, management science, industrial and applied mathematics, computer science, engineering, economics, and the environmental sciences will find this title useful . ¿Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 136 pp. Englisch.…

Seller Inventory # 9781461480419

Title
Introduction to Global Optimization Exploiting Space-Filling Curves
Author
Yaroslav D. Sergeyev
Publisher
Springer, Springer Aug 2013
Publication year
2013
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1461480418
ISBN 13
9781461480419
Item weight
219 grams
Dimensions
235x155x8 mm
Series
Book 13 of 43: SpringerBriefs in Optimization

buchversandmimpf2000

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