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Metaheuristics and Optimization in Civil Engineering

✍ Scribed by Xin-She Yang, Gebrail Bekdaş, Sinan Melih Nigdeli (eds.)


Publisher
Springer International Publishing
Year
2016
Tongue
English
Leaves
309
Series
Modeling and Optimization in Science and Technologies 7
Edition
1
Category
Library

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✦ Synopsis


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.

✦ Table of Contents


Front Matter....Pages i-xi
Review and Applications of Metaheuristic Algorithms in Civil Engineering....Pages 1-24
Application of the Flower Pollination Algorithm in Structural Engineering....Pages 25-42
Use of Swarm Intelligence in Structural Steel Design Optimization....Pages 43-73
Metaheuristic Optimization in Structural Engineering....Pages 75-93
Performance-Based Optimum Seismic Design of Steel Dual Braced Frames by Bat Algorithm....Pages 95-114
Genetic Algorithms for Optimization of 3D Truss Structures....Pages 115-134
Hybrid Meta-heuristic Application in the Asphalt Pavement Management System....Pages 135-164
Optimum Reinforced Concrete Design by Harmony Search Algorithm....Pages 165-180
Reactive Power Optimization in Wind Power Plants Using Cuckoo Search Algorithm....Pages 181-197
A DSS-Based Honeybee Mating Optimization (HBMO) Algorithm for Single- and Multi-objective Design of Water Distribution Networks....Pages 199-233
Application of the Simulated Annealing Algorithm for Transport Infrastructure Planning....Pages 235-253
A Hybrid Bat Algorithm with Path Relinking for the Capacitated Vehicle Routing Problem....Pages 255-276
Hybrid Metaheuristic Algorithms in Geotechnical Engineering....Pages 277-302

✦ Subjects


Civil Engineering; Computational Intelligence; Theoretical and Applied Mechanics; Operation Research/Decision Theory


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