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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Bau- und Umwelttechnik Structural Optimization Using Shuffled Shepherd Meta-Heuristic Algorithm
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Structural Optimization Using Shuffled Shepherd Meta-Heuristic Algorithm
Ali Kaveh, Ataollah Zaerreza (Gebundene Ausgabe, Englisch)
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Beschreibung
This book presents the so-called Shuffled Shepherd Optimization Algorithm (SSOA), a recently developed meta-heuristic algorithm by authors. There is always limitations on the resources to be used in the construction. Some of the resources used in the buildings are also detrimental to the environment. For example, the cement utilized in making concrete emits carbon dioxide, which contributes to the… global warming. Hence, the engineers should employ resources efficiently and avoid the waste. In the traditional optimal design methods, the number of trials and errors used by the designer is limited, so there is no guarantee that the optimal design can be found for structures. Hence, the deigning method should be changed, and the computational algorithms should be employed in the optimum design problems. The gradient-based method and meta-heuristic algorithms are the two different types of methods used to find the optimal solution. The gradient-based methods require gradientinformation. Also, these can easily be trapped in the local optima in the nonlinear and complex problems. Therefore, to overcome these issues, meta-heuristic algorithms are developed. These algorithms are simple and can get out of the local optimum by easy means. However, a single meta-heuristic algorithm cannot find the optimum results in all types of optimization problems. Thus, civil engineers develop different meta-heuristic algorithms for their optimization problems. Different applications of the SSOA are provided. The simplified and enhanced versions of the SSOA are also developed and efficiently applied to various optimization problems in structures. Another special feature of this book consists of the use of graph theoretical force method as analysis tool, in place of traditional displacement approach. This has reduced the computational time to a great extent, especially for those structures having smaller DSI compared to the DKI. New framework is also developed for reliability-based design of frame structures. The algorithms are clearly stated such that they can simply be implemented and utilized in practice and research. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Bis zu 50 % günstiger als neu
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Technische Daten
Erscheinungsdatum
02.03.2023
Sprache
Englisch
EAN
9783031255724
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Studies in Systems, Decision and Control
Sonderedition
Nein
Autor
Ali Kaveh, Ataollah Zaerreza
Seitenanzahl
281
Einbandart
Gebundene Ausgabe
Buch Untertitel
Extensions and Applications
Schlagwörter
Civil Engineering, Meta-heuristic algorithms, Plasma Generation, Shuffled shepherd optimization algorithm, Reliability-based design Optimization, Frame and truss structures
Thema-Inhalt
TN - Bauingenieur-, Vermessungs- und Bauwesen
TGP - Fertigungstechnik und Ingenieurwesen
UYQ - Künstliche Intelligenz
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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