Introduction to Global Optimization Exploiting Space-Filling Curves

Introduction to Global Optimization Exploitin ...
Yaroslav D. D. Sergeyev, Roman ...
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Last edited by MARC Bot
September 21, 2024 | History

Introduction to Global Optimization Exploiting Space-Filling Curves

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 .

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Language
English

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Edition Availability
Cover of: Introduction to Global Optimization Exploiting Space-Filling Curves
Introduction to Global Optimization Exploiting Space-Filling Curves
Jul 31, 2013, Springer
paperback
Cover of: Introduction to Global Optimization Exploiting Space-Filling Curves
Introduction to Global Optimization Exploiting Space-Filling Curves
2013, Springer London, Limited
in English
Cover of: Introduction to Global Optimization Exploiting Space-Filling Curves
Introduction to Global Optimization Exploiting Space-Filling Curves
Aug 06, 2013, Springer
paperback

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Book Details


Classifications

Library of Congress
QA1-939

The Physical Object

Pagination
x, 125

Edition Identifiers

Open Library
OL35493908M
ISBN 13
9781461480426

Work Identifiers

Work ID
OL20689010W

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Better World Books record

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September 21, 2024 Edited by MARC Bot import existing book
February 26, 2022 Edited by ImportBot import existing book
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