摘要
从供水管网系统整体优化和最小供水费用的角度出发,结合复杂供水系统的生产调度特点,提出了城市供水系统整体优化调度的遗传算法,对其编码规则、染色体的评估以及遗传操作进行了深入的研究,并给出了详细的求解步骤．采用Matlab软件编写了基于遗传算法的优化调度程序,并应用该程序对某市供水管网系统的生产调度进行了仿真研究．仿真结果表明,应用遗传算法求解管网系统优化调度,可以得到问题的全局最优解,采用优化调度程序进行生产调度可以节省运行费用．图2,表1,参11．
Proceeding from view of overall optimum and minimum water cost for water distribution systems, and considering practical characteristic of production for water supplying systems, genetic algorithms for optimum control of complex water distribution systems were presented, then code rule, chromosome evaluation and genetic operation were deeply studied, furthermore solution steps for optimum control were given in detail. Matlab software was adopted to write optimum control program based on genetic algorithms , and the program was applied to simulate production control for certain city water distribution systems. The result shows that overall optimum solution is able to obtained when genetic algorithms are used to optimum control of complex water distribution systems, and that production control by optimum control program contributes to economize water-supply cost.2figs., ltab., 1 lrefs.
出处
《湖南科技大学学报（自然科学版）》
CAS
北大核心
2007年第1期73-77,共5页
Journal of Hunan University of Science And Technology：Natural Science Edition
基金
湖南省自然科学基金(05JJ40069)
湖南省教育厅科研项目(05C178)
关键词
供水管网
优化调度
多维编码
遗传算法
MATLAB仿真
complex water distribution systems
optimum control
multidimensional code
genetic algorithms
Maflab simulation
