| 基于改进遗传算法的水电站水库优化调度 |
| |
| 引用本文： | 畅建霞,黄强,王义民.基于改进遗传算法的水电站水库优化调度[J].水力发电学报,2001(3):85-90. |
| |
| 作者姓名： | 畅建霞 黄强 王义民 |
| |
| 作者单位： | 西安理工大学水利水电学院 |
| |
| 基金项目： | 国家重大基础规划项目 973专题资助 (G1 9990 4 360 80 4 ) |
| |
| 摘 要： | 在遗传算法中为避免采用二进制编码时存在的编码冗余问题，本文提出了一种基于十进制整数码的改进遗传算法，并进行水电站水库优化调度研究。用遗传算法进行水库优化调度计算可从多个初始点开始寻优，占用内存少，能以较快速度找到全局最优解，实例计算并与常规优化相比，表明该方法简便，快速，可避免水库优化调度中的维数灾。
|
| 关 键 词： | 遗传算法 十进制 水库 优化调度 水电站 |
Optimal Operation of Hydropower Station Reservoir by Using an Improved Genetic Algorithm |
| |
| Chang Jianxia\ Huang Qiang\ Wang Yimin.Optimal Operation of Hydropower Station Reservoir by Using an Improved Genetic Algorithm[J].Journal of Hydroelectric Engineering,2001(3):85-90. |
| |
| Authors: | Chang Jianxia\ Huang Qiang\ Wang Yimin |
| |
| Abstract: | This paper presents an improved genetic algorithm(GA) based on the decimal system for hydropower station reservoir optimal operation, because binary code is liable to cause code redundancy problem. This method adopts a population of points at a time, and guarantee to find the global optimum quickly, and a lot of memory is saved. An example proved that the GA is simple and easy to use, and could avoid the dimension problem. |
| |
| Keywords: | Genetic algorithm Decimal system Reservoir\ Optimal operation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
