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Bionic Optimization in Structural Design - Stochastically Based Methods to Improve the Performance of Parts and Assemblies... Bionic Optimization in Structural Design - Stochastically Based Methods to Improve the Performance of Parts and Assemblies (Paperback, Softcover reprint of the original 1st ed. 2016)
Rolf Steinbuch, Simon Gekeler
R2,575 Discovery Miles 25 750 Ships in 10 - 15 working days

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.

Bionic Optimization in Structural Design - Stochastically Based Methods to Improve the Performance of Parts and Assemblies... Bionic Optimization in Structural Design - Stochastically Based Methods to Improve the Performance of Parts and Assemblies (Hardcover, 1st ed. 2016)
Rolf Steinbuch, Simon Gekeler
R3,678 Discovery Miles 36 780 Ships in 10 - 15 working days

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.

Finite Elemente - Ein Einstieg (German, Paperback): Rolf Steinbuch Finite Elemente - Ein Einstieg (German, Paperback)
Rolf Steinbuch
R1,299 Discovery Miles 12 990 Ships in 10 - 15 working days

Die Finite Elemente Methode (FEM) ist heute ein gangiges Werkzeug der Ingenieurspraxis. Zahlreiche Programmpakete erlauben einen effektiven Einsatz des Verfahrens auch in kleineren und mittleren Betrieben. Ziel der Ausbildung ist es, einen Einblick in die dahinter stehenden Verfahren zu geben. Der Lernende soll Schwierigkeiten in manchen Anwendungen erkennen koennen und einen tiefen Einblick in neue Anwendungsmoeglichkeiten bekommen. Dieses Werk vermittelt dem Leser was hinter der FEM steht, wie sie eingesetzt werden kann und worauf bei der Anwendung zu achten ist. Ein kurzer Ausblick auf nichtlineare Probleme und aktuelle Entwicklungen wird erganzt durch Anhange, in denen die mathematischen und elastomechanischen Grundkenntnisse wiederholt werden.

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