考虑柯西扰动的量子粒子群优化电力经济调度

Lei Xu, Lan Zhang, J. Dang
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引用次数: 0

摘要

提出了一种带有若干等式和不等式约束的电力经济调度改进量子粒子群优化算法。受量子粒子群优化方法和具有长翼特征的柯西分布的启发,引入了柯西扰动对平均位置进行扰动的量子粒子群优化方法。该方法有利于避免算法的早熟。然后将约束与惩罚函数结合,求解电力系统的经济调度问题。然后将该算法应用于15单元系统,并给出仿真结果,比较了两种方法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantum-behaved Particle Swarm Optimization with Cauchy Disturbance for Power Economic Dispatch
This paper presents a modified quantum behaved particle swarm optimization for power economic dispatch with several equality and inequality constraints. Inspired by the quantum behaved particle swarm optimization method and Cauchy distribution, which has the characteristics of long wings, we introduce the quantum-behaved particle swarm optimization with Cauchy disturbances to perturb the average position. The novel method is good for avoiding algorithm premature. And then we hand constraints with penalty functions to solve economic dispatch problem of power system. Then we apply this algorithm on the 15 units system, the simulation results are presented to show the comparative performance of these methods.
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