免疫算法及其在水电站中长期优化调度中的应用

Immune Algorithm and Its Application to Medium and Long Term Scheduling of Hydropower Station

在传统免疫算法的基础上,对记忆库结构部分进行了改进,同时增加了疫苗注射预处理,形成独特的二次应答免疫算法,并将其应用到水电站中长期优化调度的研究中。经过对紫坪铺水电站的优化计算,证实利用该算法优化所得的年收入比动态规划结果更优,耗费的运算时间也较少。

Based on the traditional immune algorithm, a particular second response immune algorithm is developed by enhancing the memory structure and the pretreatment of vaccine injection, and used to the research of medium and long term optimization scheduling of hydropower stations. The application to the Zipingpu Hydropower Station proves that the optimization result of the presented immune algorithm is better than that of dynamic programming, and the calculating time is shorter.