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Evolutionary and Swarm Intelligence Algorithms
This book is a delight for academics, researchers and professionals working in evolutionary and swarm computing, computational intelligence, machine learning and engineering design, as well as search and optimization in general. It provides an introduction to the design and development of a number o...
| Müşterek Yazar: | |
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| Diğer Yazarlar: | , , |
| Materyal Türü: | e-Kitap |
| Dil: | İngilizce |
| Baskı/Yayın Bilgisi: |
Cham :
Springer International Publishing : Imprint: Springer,
2019.
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| Edisyon: | 1st ed. 2019. |
| Seri Bilgileri: | Studies in Computational Intelligence,
779 |
| Konular: | |
| Online Erişim: | Full-text access OPAC'ta görüntüle |
| Özet: | This book is a delight for academics, researchers and professionals working in evolutionary and swarm computing, computational intelligence, machine learning and engineering design, as well as search and optimization in general. It provides an introduction to the design and development of a number of popular and recent swarm and evolutionary algorithms with a focus on their applications in engineering problems in diverse domains. The topics discussed include particle swarm optimization, the artificial bee colony algorithm, Spider Monkey optimization algorithm, genetic algorithms, constrained multi-objective evolutionary algorithms, genetic programming, and evolutionary fuzzy systems. A friendly and informative treatment of the topics makes this book an ideal reference for beginners and those with experience alike. |
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| Fiziksel Özellikler: | X, 190 p. 57 illus., 21 illus. in color. online resource. |
| ISBN: | 9783319913414 |
| ISSN: | 1860-9503 ; |
| DOI: | 10.1007/978-3-319-91341-4 |