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Bionic Optimization in Structural Design : Stochastically Based Methods to Improve the Performance of Parts and Assemblies - Simon Gekeler
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Bionic Optimization in Structural Design : Stochastically Based Methods to Improve the Performance of Parts and Assemblies - edition reliée, livre de poche

2015, ISBN: 3662465957

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Bionic Optimization in Structural Design Stochastically Based Methods to Improve the Performance of Parts and Assemblies - Gekeler, Simon (Herausgeber); Steinbuch, Rolf (Herausgeber)
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Gekeler, Simon (Herausgeber); Steinbuch, Rolf (Herausgeber):
Bionic Optimization in Structural Design Stochastically Based Methods to Improve the Performance of Parts and Assemblies - edition reliée, livre de poche

2015

ISBN: 3662465957

1st ed. 2016 Gebundene Ausgabe Bau / Entwurf, Konstruktion, Modellieren (allgemein) - Modellierung, Computermodellierung und -simulation, Künstliche Intelligenz, BionicCAE-processes,; D… Plus…

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Bionic Optimization in Structural Design Stochastically Based Methods to Improve the Performance of Parts and Assemblies 1st ed. 2016 - livre d'occasion

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Bionic optimization in structural design. stochastically based methods to improve the performance of parts and assemblies. - edition reliée, livre de poche

2016, ISBN: 3662465957

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EAN (ISBN-13): 9783662465950
ISBN (ISBN-10): 3662465957
Version reliée
Livre de poche
Date de parution: 1
Editeur: Steinbuch, Rolf, Gekeler, Simon, Springer

Livre dans la base de données depuis 2015-06-18T16:59:47+02:00 (Zurich)
Page de détail modifiée en dernier sur 2024-01-10T10:51:26+01:00 (Zurich)
ISBN/EAN: 3662465957

ISBN - Autres types d'écriture:
3-662-46595-7, 978-3-662-46595-0
Autres types d'écriture et termes associés:
Auteur du livre: rolf steinbuch, simon
Titre du livre: bion, optimization methods structural design, design the


Données de l'éditeur

Auteur: Rolf Steinbuch; Simon Gekeler
Titre: Bionic Optimization in Structural Design - Stochastically Based Methods to Improve the Performance of Parts and Assemblies
Editeur: Springer; Springer Berlin
160 Pages
Date de parution: 2015-11-20
Berlin; Heidelberg; DE
Imprimé / Fabriqué en
Langue: Anglais
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XII, 160 p. 103 illus., 6 illus. in color.

BB; Hardcover, Softcover / Technik/Maschinenbau, Fertigungstechnik; Konstruktion, Entwurf; Verstehen; Ingenieurwissenschaften; Bionic Optimization; CAE-processes, Deterministic Optimization Gradient methods; Evolutionary Approaches; Evolutionary Optimization; Gradient Methods; Neural Nets; Optimization; Optimization in Metal Forming; Particle Swarm Optimization; Simulation; Structural Optimization; Tuned Mass Dampers; Virtual Product Development; Engineering Design; Computer Modelling; Computational Intelligence; Computermodellierung und -simulation; Künstliche Intelligenz; EA; BC

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.
Focus on the optimization of high-dimensional problems Easily applicable by pseudo-code examples Practical implementation and application Includes supplementary material: sn.pub/extras

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