基于遗传算法的梯级水库调度问题的研究

Study on The Optimal Operation of Cascade Reservoirs Based on Genetic Algorithm

采用实数编码遗传算法 (FP) ,对梯级水库进行独立的编码计算 ,结合各个水库不同的约束条件和调度要求 ,进行总体优化调度求解 ,这样可以避免动态规划解决此类问题时带来的“维数灾” ,并且计算速度快 。

According to the generic algorithm with floating point representation, this paper applies separate coding to optimize cascade reservoirs. In view of the different constraint condition and the different unit, this paper uses synchronizing method to solve problem, which can avoid the dimension disaster brought by dynamic programming. The advantage of this method is speedy and flexible according to different circumstances.