Metaheuristics and Optimization in Civil Engineering

Artikelnummer: 978-3-319-26243-7
Einband: Fester Einband
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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.
EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025.
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.
EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025.
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VerlagSpringer EN
EinbandFester Einband
Erscheinungsjahr2015
Seitenangabe302 S.
AusgabekennzeichenEnglisch
AbbildungenXI, 302 p. 110 illus., 75 illus. in color., schwarz-weiss Illustrationen, farbige Illustrationen
MasseH23.5 cm x B15.5 cm 5'974 g
CoverlagSpringer (Imprint/Brand)
Auflage1st ed. 2016
ReiheModeling and Optimization in Science and Technologies
AutorYang, Xin-She (Hrsg.) / Bekdas, Gebrail (Hrsg.) / Nigdeli, Sinan Melih (Hrsg.)

Alle Bände der Reihe "Modeling and Optimization in Science and Technologies"

Über den Autor Xin-She (Hrsg.) Yang

Xin-She Yang obtained his D.Phil. in applied mathematics from the University of Oxford. He then worked at Cambridge University and then later at the National Physical Laboratory (UK) as Senior Research Scientist. Now he is Reader at Middlesex University London and co-Editor of the Springer Tracts in Nature-Inspired Computing. He is also Elected Fellow of the Institute of Mathematics and its Applications (FIMA), UK. He was IEEE Computational Intelligence Society (CIS) Chair for the Task Force on Business Intelligence and Knowledge Management (2015 to 2020). He has published more than 50 books and more than 400 peer-reviewed research papers with more than 90,000 citations, and he has been on the prestigious list of most influential researchers or highly-cited researchers (Web of Sciences) every year since 2016. R. Simon Sherratt was born near Liverpool, England, in 1969. He is currently Professor of biosensors at the Department of Biomedical Engineering, University of Reading, UK. His main research area is signal processing and personal communications in consumer devices, focusing on wearable devices and health care. Professor Sherratt received the 1st place IEEE Chester Sall Memorial Award in 2006, the 2nd place in 2016, and the 3rd place in 2017. Nilanjan Dey is Associate Professor in the Department of Computer Science and Engineering, Techno International New Town, Kolkata, India. He is Visiting Fellow of the University of Reading, UK. He also holds a position of Adjunct Professor at Ton Duc Thang University, Ho Chi Minh City, Vietnam. Previously, he held an honorary position of Visiting Scientist at Global Biomedical Technologies Inc., CA, USA (2012-2015). He was awarded his Ph.D. from Jadavpur University in 2015. He is Editor-in-Chief of the International Journal of Ambient Computing and Intelligence, IGI Global, USA. He is Series Co-Editor of Springer Tracts in Nature-Inspired Computing (Springer Nature), Data-Intensive Research (Springer Nature), Advances in Ubiquitous Sensing Applications for Healthcare (Elsevier). He is Associate Editor of IET Image Processing and Editorial Board Member of Complex & Intelligent Systems, Springer Nature, Applied Soft Computing, Elsevier, etc. He is Fellow of IETE and Senior Member of IEEE. Amit Joshi currently serving as Director of the esteemed Global Knowledge Research Foundation, India. His academic journey includes obtaining a B.Tech. degree in information technology, an M.Tech. in computer science and engineering, and a Ph.D. focusing on the intricate fields of cloud computing and cryptography in medical imaging. He is experiencing his vision with his rich experience spanning approximately 15 years and realizing the need of globalization in education and business. His present-day interests are primarily oriented toward the critical examination of government strategies and global forum requirements across education and business sectors. His active affiliations include esteemed professional societies such as ACM, IEEE, CSI, AMIE, IACSIT-Singapore, IDES, ACEEE, NPA, and more. He was also International Young ICT Chair for International Federation for Information Processing (IFIP), Austria, formed through UNESCO in 1960. He has presented and authored over 50 papers in reputable national and international journals and conferences.

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