Deterministic Global Optimization

Language: English

Published by SPRINGER NATURE Jun 2017, 2017

1493971972 / 9781493971978

Series: Book 31 of 43 - SpringerBriefs in Optimization

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book begins with a concentrated introduction into deterministic global optimization and moves forward to present new original results from the authors who are well known experts in the field. Multiextremal continuous problems that have an unknown structure with Lipschitz objective functions and functions having the first Lipschitz derivatives defined over hyperintervals are examined. A class of algorithms using several Lipschitz constants is introduced which has its origins in the DIRECT (DIviding RECTangles) method. This new class is based on an efficient strategy that is applied for the search domain partitioning. In addition a survey on derivative free methods and methods using the first derivatives is given for both one-dimensional and multi-dimensional cases. Non-smooth and smooth minorants and acceleration techniques that can speed up several classes of global optimization methods with examples of applications and problems arising in numerical testing of global optimization algorithms are discussed. Theoretical considerations are illustrated through engineering applications. Extensive numerical testing of algorithms described in this book stretches the likelihood of establishing a link between mathematicians and practitioners. The authors conclude by describing applications and a generator of random classes of test functions with known local and global minima that is used in more than 40 countries of the world. This title serves as a starting point for students, researchers, engineers, and other professionals in operations research, management science, computer science, engineering, economics, environmental sciences, industrial and applied mathematics to obtain an overview of deterministic global optimization. 136 pp. Englisch.…

Seller Inventory # 9781493971978

Title
Deterministic Global Optimization
Author
Yaroslav D Sergeyev
Publisher
SPRINGER NATURE Jun 2017
Publication year
2017
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1493971972
ISBN 13
9781493971978
Item weight
241 grams
Dimensions
233x154x17 mm
Series
Book 31 of 43: SpringerBriefs in Optimization

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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