Metaheuristics and Optimization in Civil Engineering
Produktnummer:
18cfa9139959a34ce7af99eba9b6abd46b
Themengebiete: | Dynamic Multi-Objective Design Highly Nonlinear Problems Hybrid Metaheuristic Algorithms Meta-Heuristic Search Methods Nature-Inspired Algorithms Non-Convex Optimization Problems Optimal Reactive Power Dispatch Optimum Design Problems Optimum Seismic Design Structural Design Optimization |
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Veröffentlichungsdatum: | 18.12.2015 |
EAN: | 9783319262437 |
Sprache: | Englisch |
Seitenzahl: | 302 |
Produktart: | Gebunden |
Herausgeber: | Bekdas, Gebrail Nigdeli, Sinan Melih Yang, Xin-She |
Verlag: | Springer International Publishing |
Produktinformationen "Metaheuristics and Optimization in Civil Engineering"
This timely book deals with a current topic, i.e. the applications of metaheuristic algorithms, with a primary focus on optimization problems in civil engineering. The first chapter offers a concise overview of different kinds of metaheuristic algorithms, explaining their advantages in solving complex engineering problems that cannot be effectively tackled by traditional methods, and citing the most important works for further reading. The remaining chapters report on advanced studies on the applications of certain metaheuristic algorithms to specific engineering problems. Genetic algorithm, bat algorithm, cuckoo search, harmony search and simulated annealing are just some of the methods presented and discussed step by step in real-application contexts, in which they are often used in combination with each other. Thanks to its synthetic yet meticulous and practice-oriented approach, the book is a perfect guide for graduate students, researchers and professionals willing to applying metaheuristic algorithms in civil engineering and other related engineering fields, such as mechanical, transport and geotechnical engineering. It is also a valuable aid for both lectures and advanced engineering students.

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