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Third International Conference on International Information Hiding and Multimedia Signal Processing (IIH-MSP 2007)
The Distance-Guided Particle Swarm Optimizer with Dynamic Mutation
Kaohsiung, Taiwan
November 26-November 28
ISBN: 0-7695-2994-1
ASCII Text
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Chunhe Song, Hai Zhao, Wei Cai, Haohua Zhang, Ming Zhao, Wei Gao, Xuanjie Ning, Xudong Han, Peng Zhu, Jie Gao, Tianyu Qi, Hongyan Gong, "The Distance-Guided Particle Swarm Optimizer with Dynamic Mutation," Intelligent Information Hiding and Multimedia Signal Processing, International Conference on, vol. 2, pp. 342-345, Third International Conference on International Information Hiding and Multimedia Signal Processing (IIH-MSP 2007), 2007.
 
 
BibTex
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@article{ 10.1109/IIH-MSP.2007.292,
author = {Chunhe Song and Hai Zhao and Wei Cai and Haohua Zhang and Ming Zhao and Wei Gao and Xuanjie Ning and Xudong Han and Peng Zhu and Jie Gao and Tianyu Qi and Hongyan Gong},
title = {The Distance-Guided Particle Swarm Optimizer with Dynamic Mutation},
journal ={Intelligent Information Hiding and Multimedia Signal Processing, International Conference on},
volume = {2},
year = {2007},
isbn = {0-7695-2994-1},
pages = {342-345},
doi = {http://doi.ieeecomputersociety.org/10.1109/IIH-MSP.2007.292},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Intelligent Information Hiding and Multimedia Signal Processing, International Conference on
TI - The Distance-Guided Particle Swarm Optimizer with Dynamic Mutation
SN - 0-7695-2994-1
SP342
EP345
A1 - Chunhe Song,
A1 - Hai Zhao,
A1 - Wei Cai,
A1 - Haohua Zhang,
A1 - Ming Zhao,
A1 - Wei Gao,
A1 - Xuanjie Ning,
A1 - Xudong Han,
A1 - Peng Zhu,
A1 - Jie Gao,
A1 - Tianyu Qi,
A1 - Hongyan Gong,
PY - 2007
VL - 2
JA - Intelligent Information Hiding and Multimedia Signal Processing, International Conference on
ER -
 
This paper presents a distance-guided particle swarm optimizer with dynamic mutation (PSODM). Two characteristics are proposed in the PSODM: distance-guided and dynamic mutation. The goal of these characteristics is to overcome premature convergence of the swarm and accelerating the convergence velocity. With distance-guided operation, some particles too intense can be separated, while with dynamic mutation operation, the particles mutated can find a better position more easily by effectively using the foregone experience. The PSODM is compared to other four types of improved PSO, and the experimental results show that the PSODM performances better on a six-function test suite with different dimensions.
Citation:
Chunhe Song, Hai Zhao, Wei Cai, Haohua Zhang, Ming Zhao, Wei Gao, Xuanjie Ning, Xudong Han, Peng Zhu, Jie Gao, Tianyu Qi, Hongyan Gong, "The Distance-Guided Particle Swarm Optimizer with Dynamic Mutation," iih-msp, vol. 2, pp.342-345, Third International Conference on International Information Hiding and Multimedia Signal Processing (IIH-MSP 2007), 2007
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