Swarm intelligence : principles, advances, and applications / Aboul Ella Hassanien, Eid Emary.
"Presents a comprehensive treatment of modern swarm intelligence optimization methods, complete with illustraive examples and an extendable MATLAB package for feature selection in wrapper mode applied on different data sets with benchmarking using different evaluation criteria. The book provide...
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Full Text (via Taylor & Francis) |
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| Main Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton, FL :
CRC Press, Taylor & Francis Group,
[2016]
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| Subjects: |
MARC
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| 100 | 1 | |a Hassanien, Aboul Ella, |e author. |0 http://id.loc.gov/authorities/names/n2007028183. | |
| 245 | 1 | 0 | |a Swarm intelligence : |b principles, advances, and applications / |c Aboul Ella Hassanien, Eid Emary. |
| 264 | 1 | |a Boca Raton, FL : |b CRC Press, Taylor & Francis Group, |c [2016] | |
| 264 | 4 | |c ©20. | |
| 264 | 4 | |c ©2016. | |
| 300 | |a 1 online resource (xviii, 209 pages) : |b illustrations. | ||
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| 504 | |a Includes bibliographical references. | ||
| 505 | 0 | |a 1. Introduction -- 2. Bat Algorithm (BA) -- 3. Artificial fish swarm -- 4. Cuckoo search algorithm -- 5. Firefly algorithm (FFA) -- 6. Flower pollination algorithm -- 7. Artificial bee colony optimization -- 8. Wolf-based search algorithms -- 9. Bird's-eye view. | |
| 520 | |a "Presents a comprehensive treatment of modern swarm intelligence optimization methods, complete with illustraive examples and an extendable MATLAB package for feature selection in wrapper mode applied on different data sets with benchmarking using different evaluation criteria. The book provides beginners with a solid foundation of swarm intelligence fundamentals, and offer experts valuable insight into new directions and hybridizations"--Back cover. | ||
| 588 | 0 | |a Online resource; title from digital title page (viewed on November 30, 2015) | |
| 650 | 0 | |a Swarm intelligence. |0 http://id.loc.gov/authorities/subjects/sh2001001702. | |
| 650 | 7 | |a Swarm intelligence. |2 fast |0 (OCoLC)fst01139953. | |
| 700 | 1 | |a Emary, Eid, |e author. | |
| 776 | 0 | 8 | |i Print version: |a Hassanien, Aboul Ella. |t Swarm Intelligence : Principles, Advances, and Applications. |d : CRC Press, ©2015. |
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