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2016 | OriginalPaper | Chapter

6. Conclusions

Authors : Micael Couceiro, Pedram Ghamisi

Published in: Fractional Order Darwinian Particle Swarm Optimization

Publisher: Springer International Publishing

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Abstract

Narrowing down all that was previously presented to a sentence, the focus of this short book was the bottom-up applicability of swarm intelligence to solve multiple different problems, such as typical curve fitting, the relevant image segmentation process, and even the more technologically oriented swarm robotics. This final chapter summarizes the research covered around a novel PSO-based algorithm, denoted fractional-order Darwinian particle swarm optimization (FODPSO). After discussing the presented contributions, and considering their advantages and limitations, it points out perspectives on future research.

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Literature
go back to reference Couceiro, M. S., Rocha, R. P., Ferreira, N. M. F., & Machado, J. A. T. (2012). Introducing the fractional order Darwinian PSO. Signal, Image and Video Processing, 6(3), 343–350 (2012). doi: 10.1007/s11760-012-0316-2 CrossRef Couceiro, M. S., Rocha, R. P., Ferreira, N. M. F., & Machado, J. A. T. (2012). Introducing the fractional order Darwinian PSO. Signal, Image and Video Processing, 6(3), 343–350 (2012). doi: 10.​1007/​s11760-012-0316-2 CrossRef
go back to reference Kennedy, J., & Eberhart, R. (1995). A new optimizer using particle swarm theory. In Proceedings of IEEE Sixth International Symposium on Micro Machine Human Science (Vol. 34, Issue 2008, pp. 39–43). Kennedy, J., & Eberhart, R. (1995). A new optimizer using particle swarm theory. In Proceedings of IEEE Sixth International Symposium on Micro Machine Human Science (Vol. 34, Issue 2008, pp. 39–43).
go back to reference Wang, W., Zhang, Y., Li, Y., & Zhang, X. (2006). The global fuzzy c-means clustering algorithm. In Intelligent Control and Automation, pp. 3604–3607. Wang, W., Zhang, Y., Li, Y., & Zhang, X. (2006). The global fuzzy c-means clustering algorithm. In Intelligent Control and Automation, pp. 3604–3607.
Metadata
Title
Conclusions
Authors
Micael Couceiro
Pedram Ghamisi
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-19635-0_6

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