Assessment on Flood Disaster Based on Projection Pursuit Model and Chaotic Differential Evolution Algorithm

Li Liao; Jian Zhong Zhou; Qiang Zou

doi:10.4028/www.scientific.net/AMR.726-731.3673

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 726-731Assessment on Flood Disaster Based on Projection...

Assessment on Flood Disaster Based on Projection Pursuit Model and Chaotic Differential Evolution Algorithm

Abstract:

In allusion to the problem of flood disaster classification, this paper proposes a chaotic differential evolution algorithm for to calculate the best projection direction for a projection pursuit model. By using polynomial function and penalty function, the objective function can be solved more perfectly. The new algorithm has been examined and tested with a real flood disaster.

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Periodical:

Advanced Materials Research (Volumes 726-731)

Pages:

3673-3679

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.726-731.3673

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Online since:

August 2013

Authors:

Li Liao*, Jian Zhong Zhou, Qiang Zou

Keywords:

Chaotic Differential Evolution, Flood Disaster Classification, Projection Pursuit

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* - Corresponding Author

References

[1] J. H. Friedman, J. W. Tukey, "A projection pursuit algorithm for exploratory data analysis," IEEE Transon Computer, 1974, 23(9):881-890.

DOI: 10.1109/t-c.1974.224051

Google Scholar

[2] J. L. Jin, X. L. Zhang, J. Ding, "Projection pursuit model for evaluating grade of flood disaster loss," Systems Engineering – Theory & Practice. vol. 2, 2002, pp.140-144

Google Scholar

[3] R. Storn, K. Price, "Differential evolution: a simple and efficient adaptive scheme for global optimization over continuous spaces," Technical Report TR-95-012,Berkeley, USA: International Computer Science Institute, 1995.

Google Scholar

[4] R. Storn, K. Price, "Differential evolution—A simple and efficient heuristic for global optimization over continuous spaces," Journal of Global Optimization 11 (1997) 341–359

Google Scholar

[5] J. Lampinen, I. Zelinka, "Mixed variable nonlinear optimization by differential evolution," In proceedings of nostradamus 99, 2nd international prediction conference, 1999,pp.45-55.

Google Scholar

[6] He Y, Zhou J, Lu.N,et.al. Differential Evolution Algorithm Combined with Chaotic Pattern Search. Kybernetika 2010, 46 (4): 684-696

Google Scholar

[7] Y. Y. He, J. Z. Zhou, X. Q. Xiang et. al: "Comparison of different chaotic maps in particle swarm optimization algorithm for long term cascaded hydroelectric system scheduling," Chaos Solitons Fractals 42, 2009, 5, pp: 3169–3176.

DOI: 10.1016/j.chaos.2009.04.019

Google Scholar

[8] Y. Y. He , J. Z. Zhou, H. Qin ,L. Mo , P. G. Kou, "Flood Disaster Classification based on Fuzzy Clustering Iterative Model and Modified Differential Evolution Algorithm,". International Conference on Fuzzy Systems and Knowledge Discovery. （FSKD09） vol. 3,2009,pp.85-89

DOI: 10.1109/fskd.2009.299

Google Scholar

[9] Y. Chen, J. Ding, Y. H. Zhao, "Assessment on flood disaster in Sichuan Province based on the principle of projection," Journal of Hydraulic Engineering, vol.2, 2010, pp.220-225.

Google Scholar