Cargando…

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 compl...

Descripción completa

Detalles Bibliográficos
Autores principales: Yang, Xin-She, Bekdaş, Gebrail, Nigdeli, Sinan
Lenguaje:eng
Publicado: Springer 2016
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-26245-1
http://cds.cern.ch/record/2120226
_version_ 1780949305915342848
author Yang, Xin-She
Bekdaş, Gebrail
Nigdeli, Sinan
author_facet Yang, Xin-She
Bekdaş, Gebrail
Nigdeli, Sinan
author_sort Yang, Xin-She
collection CERN
description 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.
id cern-2120226
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2016
publisher Springer
record_format invenio
spelling cern-21202262021-04-21T19:55:56Zdoi:10.1007/978-3-319-26245-1http://cds.cern.ch/record/2120226engYang, Xin-SheBekdaş, GebrailNigdeli, SinanMetaheuristics and optimization in civil engineeringEngineeringThis 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.Springeroai:cds.cern.ch:21202262016
spellingShingle Engineering
Yang, Xin-She
Bekdaş, Gebrail
Nigdeli, Sinan
Metaheuristics and optimization in civil engineering
title Metaheuristics and optimization in civil engineering
title_full Metaheuristics and optimization in civil engineering
title_fullStr Metaheuristics and optimization in civil engineering
title_full_unstemmed Metaheuristics and optimization in civil engineering
title_short Metaheuristics and optimization in civil engineering
title_sort metaheuristics and optimization in civil engineering
topic Engineering
url https://dx.doi.org/10.1007/978-3-319-26245-1
http://cds.cern.ch/record/2120226
work_keys_str_mv AT yangxinshe metaheuristicsandoptimizationincivilengineering
AT bekdasgebrail metaheuristicsandoptimizationincivilengineering
AT nigdelisinan metaheuristicsandoptimizationincivilengineering