计算机工程与应用Issue(1)：238-242,5.DOI:10.3778/j.issn.1002-8331.1303-0001
HS算法在生物生态组合污水处理中的应用
Application of harmony search algorithm in bio-ecological sewage treatment
摘要
Abstract
To meet the practical require on sewage treatment with bio-ecological technology, this paper solves the load distribution problem and predicts the water quality by establishing a new model ICHS-RBF which uses the improved chaotic harmony search algorithm to optimize parameters of the radial basis function neural networks. Taking a sewage treatment plant from Chongqing for instance, a series of simulation experiments have been done. The results prove that this model can make a reasonable distribution and has reinforcement learning properties and accurate forecasts, the absolute measure mistake of the water quality prediction is between 0.4% and 6.3%. At last, a sewage process simulation system based on this model is developed with virtual instrument LabVIEW, it provides a good platform for process control research.关键词
生物生态组合/混沌/和声搜索算法/径向基神经网络/负荷分配/水质预测/虚拟仪器Key words
bio-ecological technology/chaotic/harmony search algorithm/radial basis function neural network/load dis-tribution/water quality prediction/virtual instrument分类
信息技术与安全科学引用本文复制引用
李娥,王波..HS算法在生物生态组合污水处理中的应用[J].计算机工程与应用,2015,(1):238-242,5.基金项目
“十一五”国家科技重大专项子课题（No.2009ZX07315-005-02）。 （）
