用GA-PS-SQP混合方法求解经济调度问题

Jamal S. Alsumait, J. Sykulski
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引用次数: 16

摘要

提出了一种由遗传算法(GA)、模式搜索(PS)和顺序二次规划(SQP)组成的混合算法来解决电力系统经济负荷调度问题的新方法。遗传算法是该算法的主要优化器,同时使用PS和SQP对遗传算法得到的结果进行微调,从而提高了解的置信度。为了测试该方法的有效性,将其应用于各种测试系统。此外,通过与文献报道的结果比较,探讨了所提出方法的收敛特性和鲁棒性。结果表明,GA-PS-SQP混合算法是解决电力系统经济负荷调度问题的有效方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Solving economic dispatch problem using hybrid GA-PS-SQP method
This study presents a new approach to solve the well-known power system Economic Load Dispatch problem (ED) using a hybrid algorithm consisting of Genetic Algorithm (GA), Pattern Search (PS) and Sequential Quadratic Programming (SQP). GA is the main optimizer of this algorithm, whereas PS and SQP are used to fine-tune the results obtained from the GA, thereby increasing solution confidence. To test the effectiveness of this approach it was applied to various test systems. Furthermore, the convergence characteristics and robustness of the proposed method have been explored through comparisons with results reported in literature. The outcome is very encouraging and suggests that the hybrid GA-PS-SQP algorithm is very effective in solving the power system economic load dispatch problem.
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