彭勇

个人信息Personal Information

教授

博士生导师

硕士生导师

性别:男

毕业院校:大连理工大学

学位:博士

所在单位:水利工程系

学科:水文学及水资源

办公地点:大连理工大学水利工程学院综合3#实验楼436

联系方式:电话:0411-84707911

电子邮箱:pengyong@dlut.edu.cn

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Optimal Operation of Hydropower Station Using Improved Immune Genetic Algorithm

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论文类型:会议论文

发表时间:2017-08-17

收录刊物:EI、CPCI-S

页面范围:408-411

关键字:hydropower optimal operation; immune algorithm; particle swarm optimization; the Ertan hydropower station

摘要:Based on the biological mechanism of immune algorithm, an improved immune genetic algorithm is proposed, in which particle swarm optimization is taken as global searching strategy to improve the global search ability of the immune genetic algorithm, and progressive optimization algorithm is used for evolving operation of control strategy to improve its local search ability. At the same time, because of self-regulatory mechanism of immune algorithm based on concentration, group diversity can be improved and algorithm can be avoided to fall into local optimal solution too early.