Bat算法在水库调度中长期优化中的应用研究

W. Jingyi, Zhang Zhi, L. Wenwu, Daniel Eliote Mbanze
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引用次数: 1

摘要

水库运行中长期优化是一个多维非线性优化问题,对提高水库利用效率具有重要意义。为了解决水库中长期调度难题,提出了蝙蝠算法。为了提高算法的收敛精度,对标准蝙蝠算法进行了修正,避免出现早熟现象。将改进的蝙蝠算法应用于油藏运行中长期优化。实例表明,与其他算法相比,该算法具有更好的效果和更快的收敛速度。蝙蝠算法求解能力强,计算时间短,为解决水库运行问题提供了一条新的途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on the Application of Bat Algorithm in the Medium and Long Term Optimization of Reservoir Operation
Medium-and long-term optimization of reservoir operation is a multidimensional nonlinear optimization problem, which is of great significance for improving the utilization efficiency of reservoirs. In order to solve the difficult problem of medium and long term reservoir operation, bat algorithm is proposed. In order to improve the convergence accuracy of the algorithm, standard bat algorithm is revised to avoid premature appearance. The improved bat algorithm is applied to the medium and long term optimization in reservoir operation. Examples show that compared with other algorithm, the bat algorithm has better results and faster convergence. The efficient solving ability and low calculating time of bat algorithm provide a new way of solving reservoir operation problem.
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