| 具有粒子群特征的并行蚁群算法在输电网络规划中的应用 |
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| 引用本文： | 邬开俊,鲁怀伟. 具有粒子群特征的并行蚁群算法在输电网络规划中的应用[J]. 兰州交通大学学报, 2011, 30(1) |
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| 作者姓名： | 邬开俊 鲁怀伟 |
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| 作者单位： | 邬开俊,WU Kai-jun(兰州交通大学,电子与信息工程学院,甘肃,兰州,730070);鲁怀伟,LU Huai-wei(兰州交通大学,数理与软件工程学院,甘肃,兰州,730070) |
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| 基金项目： | 国家自然科学基金，甘肃省自然科学基金 |
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| 摘 要： | 输电网络规划是一个复杂的多变量非线性整数规划问题,针对蚁群算法计算时间长、易陷入局部最优解等问题,本文提出一种新的具有粒子群特征的并行蚁群算法,并应用于输电网络规划.实验结果证明了该算法在输电网络规划优化中应用的可行性和有效性.
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| 关 键 词： | 输电网络规划 粒子群优化算法 并行蚁群算法 |
Application of Parallel Ant Colony Algorithm with Particle Swarm Features to Transmission Network Planning |
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| WU Kai-jun,LU Huai-wei. Application of Parallel Ant Colony Algorithm with Particle Swarm Features to Transmission Network Planning[J]. Journal of Lanzhou Jiaotong University, 2011, 30(1) |
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| Authors: | WU Kai-jun LU Huai-wei |
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| Affiliation: | WU Kai-jun1,LU Huai-wei2(1.School of Electronic and Information Engineering,Lanzhou Jiaotong Unversity,Lanzhou 730070,China,2.School of Physics and Software Engineering,China) |
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| Abstract: | Transmission network planning is a complex multivariate constrained nonlinear integer optimization problem.In order to overcome the problems such as long computing time and easy to fall into local best for ant colony algorithm,a new parallel ant colony algorithm with particle swarm features is proposed to solve transmission network expansion planning.Experimental results show that the algorithm is feasible and effective for transmission network planning. |
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| Keywords: | transmission network planning particle swarm optimization parallel ant colony algorithm |
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