Bionic Optimization in Structural Design

Language: English

Published by Springer, Springer Feb 2018, 2018

3662516055 / 9783662516058

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This item is printed on demand - Print on Demand Titel. Neuware -The book provides suggestions on how to start using bionic optimization methods, including pseudo-code examples of each of the important approaches and outlines of how to improve them. The most efficient methods for accelerating the studies are discussed. These include the selection of size and generations of a study¿s parameters, modification of these driving parameters, switching to gradient methods when approaching local maxima, and the use of parallel working hardware.Bionic Optimization means finding the best solution to a problem using methods found in nature. As Evolutionary Strategies and Particle Swarm Optimization seem to be the most important methods for structural optimization, we primarily focus on them. Other methods such as neural nets or ant colonies are more suited to control or process studies, so their basic ideas are outlined in order to motivate readers to start using them.A set of sample applications shows how Bionic Optimization works in practice. From academic studies on simple frames made of rods to earthquake-resistant buildings, readers follow the lessons learned, difficulties encountered and effective strategies for overcoming them. For the problem of tuned mass dampers, which play an important role in dynamic control, changing the goal and restrictions paves the way for Multi-Objective-Optimization. As most structural designers today use commercial software such as FE-Codes or CAE systems with integrated simulation modules, ways of integrating Bionic Optimization into these software packages are outlined and examples of typical systems and typical optimization approaches are presented.The closing section focuses on an overview and outlook on reliable and robust as well as on Multi-Objective-Optimization, including discussions of current and upcoming research topics in the field concerning a unified theory for handling stochastic design processes.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 172 pp. Englisch.

Seller Inventory # 9783662516058

Title
Bionic Optimization in Structural Design
Author
Rolf Steinbuch
Publisher
Springer, Springer Feb 2018
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3662516055
ISBN 13
9783662516058
Item weight
271 grams
Dimensions
235x155x10 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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