| 一种适用于云计算环境的粒子群优化算法 |
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| 引用本文： | 于泳海,蔺国梁. 一种适用于云计算环境的粒子群优化算法[J]. 甘肃科学学报, 2012, 24(2): 124-126 |
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| 作者姓名： | 于泳海 蔺国梁 |
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| 作者单位： | 1. 兰州商学院陇桥学院信息管理系,甘肃兰州,730101
2. 甘肃联合大学电子信息工程学院,甘肃兰州,730000 |
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| 摘 要： | 提出了一种能够利用云计算分布式计算特点以提高性能的粒子群优化算法.仿真实验表明,该算法不仅能利用云计算特征,而且算法在3种常见Benchmark函数测试中所找到的最小值平均比同等粒子群规模的标准粒子群算法低71%以上.
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| 关 键 词： | 粒子群算法 云计算 分布式计算 |
A Particle Swarm Optimization for Cloud Computing |
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| YU Yong-hai , LIN Guo-liang. A Particle Swarm Optimization for Cloud Computing[J]. Journal of Gansu Sciences, 2012, 24(2): 124-126 |
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| Authors: | YU Yong-hai LIN Guo-liang |
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| Affiliation: | 1. Department of Information Management, Longqiao College, Lanzhou Commercial College, Lanzhou 730101, China ; 2. School of Electronic and Information Engineering, Gansu Lianhe University, Lanzhou 730000, China) |
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| Abstract: | A particle swarm optimization that can make use of distributed computing property of cloud computing is proposed. The simulation results show that the algorithm can take the property of cloud computing,and that in tests of three common Benchmark functions, the average minimum found by the algorithm is at least 71 % less than the standard PSO with an equal number of particles. |
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| Keywords: | particle swarm optimization cloud computing distributed computing |
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