Advances in metaheuristics: Applications in engineering systems
Advances in Metaheuristics: Applications in Engineering Systems provides details on current approaches utilized in engineering optimization. It gives a comprehensive background on metaheuristic applications, focusing on main engineering sectors such as energy, process, and materials. It discusses to...
| Main Authors: | Ganesan, T., Vasant, P., Elamvazuthi, I. |
|---|---|
| Format: | Book |
| Institution: | Universiti Teknologi Petronas |
| Record Id / ISBN-0: | utp-eprints.30582 / |
| Published: |
CRC Press
2016
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| Online Access: |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041846234&doi=10.1201%2f9781315297651&partnerID=40&md5=2e9730d8b3043874cd182ddaedf83d3a http://eprints.utp.edu.my/30582/ |
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utp-eprints.305822022-03-25T07:11:55Z Advances in metaheuristics: Applications in engineering systems Ganesan, T. Vasant, P. Elamvazuthi, I. Advances in Metaheuristics: Applications in Engineering Systems provides details on current approaches utilized in engineering optimization. It gives a comprehensive background on metaheuristic applications, focusing on main engineering sectors such as energy, process, and materials. It discusses topics such as algorithmic enhancements and performance measurement approaches, and provides insights into the implementation of metaheuristic strategies to multi-objective optimization problems. With this book, readers can learn to solve real-world engineering optimization problems effectively using the appropriate techniques from emerging fields including evolutionary and swarm intelligence, mathematical programming, and multi-objective optimization. The ten chapters of this book are divided into three parts. The first part discusses three industrial applications in the energy sector. The second focusses on process optimization and considers three engineering applications: optimization of a three-phase separator, process plant, and a pre-treatment process. The third and final part of this book covers industrial applications in material engineering, with a particular focus on sand mould-systems. It also includes discussions on the potential improvement of algorithmic characteristics via strategic algorithmic enhancements. This book helps fill the existing gap in literature on the implementation of metaheuristics in engineering applications and real-world engineering systems. It will be an important resource for engineers and decision-makers selecting and implementing metaheuristics to solve specific engineering problems. © 2017 by Taylor & Francis Group, LLC. All right reserved. CRC Press 2016 Book NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041846234&doi=10.1201%2f9781315297651&partnerID=40&md5=2e9730d8b3043874cd182ddaedf83d3a Ganesan, T. and Vasant, P. and Elamvazuthi, I. (2016) Advances in metaheuristics: Applications in engineering systems. CRC Press, pp. 1-213. http://eprints.utp.edu.my/30582/ |
| institution |
Universiti Teknologi Petronas |
| collection |
UTP Institutional Repository |
| description |
Advances in Metaheuristics: Applications in Engineering Systems provides details on current approaches utilized in engineering optimization. It gives a comprehensive background on metaheuristic applications, focusing on main engineering sectors such as energy, process, and materials. It discusses topics such as algorithmic enhancements and performance measurement approaches, and provides insights into the implementation of metaheuristic strategies to multi-objective optimization problems. With this book, readers can learn to solve real-world engineering optimization problems effectively using the appropriate techniques from emerging fields including evolutionary and swarm intelligence, mathematical programming, and multi-objective optimization. The ten chapters of this book are divided into three parts. The first part discusses three industrial applications in the energy sector. The second focusses on process optimization and considers three engineering applications: optimization of a three-phase separator, process plant, and a pre-treatment process. The third and final part of this book covers industrial applications in material engineering, with a particular focus on sand mould-systems. It also includes discussions on the potential improvement of algorithmic characteristics via strategic algorithmic enhancements. This book helps fill the existing gap in literature on the implementation of metaheuristics in engineering applications and real-world engineering systems. It will be an important resource for engineers and decision-makers selecting and implementing metaheuristics to solve specific engineering problems. © 2017 by Taylor & Francis Group, LLC. All right reserved. |
| format |
Book |
| author |
Ganesan, T. Vasant, P. Elamvazuthi, I. |
| spellingShingle |
Ganesan, T. Vasant, P. Elamvazuthi, I. Advances in metaheuristics: Applications in engineering systems |
| author_sort |
Ganesan, T. |
| title |
Advances in metaheuristics: Applications in engineering systems |
| title_short |
Advances in metaheuristics: Applications in engineering systems |
| title_full |
Advances in metaheuristics: Applications in engineering systems |
| title_fullStr |
Advances in metaheuristics: Applications in engineering systems |
| title_full_unstemmed |
Advances in metaheuristics: Applications in engineering systems |
| title_sort |
advances in metaheuristics: applications in engineering systems |
| publisher |
CRC Press |
| publishDate |
2016 |
| url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041846234&doi=10.1201%2f9781315297651&partnerID=40&md5=2e9730d8b3043874cd182ddaedf83d3a http://eprints.utp.edu.my/30582/ |
| _version_ |
1741197431238819840 |
| score |
11.62408 |