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Metaheuristics and Optimization in Civil Engineering


Menge:  Stück  
Produktinformationen
cover
cover
Artikel-Nr.:
     5667A-9783319799148
Hersteller:
     Springer Verlag
Herst.-Nr.:
     9783319799148
EAN/GTIN:
     9783319799148
Suchbegriffe:
Elektronik, Elektro- und Nachrichte...
Elektronik, Elektro- und Nachrichte...
allgemeine Technikbücher
allgemeine Technikbücher - englisch...
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.
Weitere Informationen:
Author:
Xin-She Yang; Gebrail Bekda?; Sinan Melih Nigdeli
Verlag:
Springer International Publishing
Sprache:
eng
Weitere Suchbegriffe: allgemeine technikbücher - englischsprachig, Meta-Heuristic Search Methods, Hybrid Metaheuristic Algorithms, Nature-Inspired Algorithms, Structural Design Optimization, Highly Nonlinear Problems, Optimum Design Problems, Non-Convex Optimization Problems, Optimum Seismic Design, Optimal Reactive Power Dispatch, Dynamic Multi-Objective Design
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