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Differential evolution for economic load dispatch problems

机译:经济负荷分配问题的差异演化

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摘要

In this work, differential evolution (DE) algorithm was studied for solving economic load dispatch (ELD) problems in power systems. DE has proven to be effective in solving many real world constrained optimization problems in different domains. ELD problems are complex and nonlinear in nature with equality and inequality constraints and here special measures were taken to satisfy those. Five ELD problems of different characteristics were used to investigate the effectiveness of the proposal. Comparing with the other existing techniques, the current proposal was found better than, or at least comparable to, them considering the quality of the solution obtained.
机译:在这项工作中,研究了用于解决电力系统中经济负荷分配(ELD)问题的差分进化(DE)算法。事实证明,DE在解决不同领域中许多现实世界中的约束优化问题方面是有效的。 ELD问题本质上是复杂且非线性的,具有相等和不平等的约束,因此在此采取了特殊措施来满足这些要求。使用五个不同特征的ELD问题来研究该建议的有效性。与其他现有技术相比,考虑到所获得解决方案的质量,目前的提议被认为比它们更好,或者至少可以与它们相媲美。

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