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基于改进的蜜蜂交配算法的排课问题研究 被引量:1
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作者 董永峰 梁丽业 +1 位作者 张素琪 顾军华 《计算机工程与设计》 CSCD 北大核心 2013年第7期2431-2435,共5页
原有蜜蜂交配算法杂交信息量小、勘探能力不足、蜂群多样性少,为了克服这些缺点,对蜜蜂交配算法进行了改进,主要包括交换父代、母代染色体中相互冲突的课程基因增大算法的交叉信息量,设定多种邻域并集的局部搜索策略扩大搜索空间,采用基... 原有蜜蜂交配算法杂交信息量小、勘探能力不足、蜂群多样性少,为了克服这些缺点,对蜜蜂交配算法进行了改进,主要包括交换父代、母代染色体中相互冲突的课程基因增大算法的交叉信息量,设定多种邻域并集的局部搜索策略扩大搜索空间,采用基于k对肯配链的变异操作和雄蜂的部分替换策略丰富蜂群中染色体的组成。应用苏哈数据集进行了测试,测试结果表明,该改进算法较原有算法具有更好的收敛精度、更快的收敛速度,在满足多重约束条件下,能够更有效地解决排课问题。 展开更多
关键词 蜜蜂交配算法 排课 课程争斗 K对肯配链 双邻域爬山法
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Application of honey-bee mating optimization on state estimation of a power distribution system including distributed generators 被引量:2
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作者 Taher NIKNAM 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2008年第12期1753-1764,共12页
We present a new approach based on honey-bee mating optimization to estimate the state variables in distribution networks including distributed generators. The proposed method considers practical models of electrical ... We present a new approach based on honey-bee mating optimization to estimate the state variables in distribution networks including distributed generators. The proposed method considers practical models of electrical equipments such as static var compensators, voltage regulators, and under-load tap changer transformers, which have usually nonlinear and discrete characteristics. The feasibility of the proposed approach is demonstrated by comparison with the methods based on neural networks, ant colony optimization, and genetic algorithms for two test systems, a network with 34-bus radial test feeders and a realistic 80-bus 20 kV network. 展开更多
关键词 Distributed generators (DGs) State estimation Honey-bee mating optimization (hbmo)
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