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首页> 外文期刊>International Journal of Innovative Computing and Applications >Firefly algorithm for multi-objective optimal allocation of water resource
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Firefly algorithm for multi-objective optimal allocation of water resource

机译:萤火虫算法用于水资源多目标优化分配

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摘要

>Firefly algorithm (FA) is a new optimisation technique based on swarm intelligence, which has been successfully applied to various optimisation areas. In this paper, a new FA variant is proposed to solve multi-objective optimal allocation of water resource, in which three objectives, including economic, social, and environmental benefits, are maximised. To obtain the Pareto fronts, the original FA is combined with the fast non-dominated sorting method used in NSGA-II. Simulation results show that our approach can achieve a good spacing of solution points along the Pareto front. According to the preferences, the decision makers can choose different allocation methods from the Pareto front.
机译:> Firefly算法(FA)是一种基于群体智能的新优化技术,已成功应用于各种优化区域。 在本文中,提出了一种新的FA变量来解决水资源的多目标最佳分配,其中三个目标包括经济,社会和环境效益,最大化。 为了获得帕累托前线,原始FA与NSGA-II中使用的快速非主导排序方法相结合。 仿真结果表明,我们的方法可以沿着帕累托前线达到良好的解决方案点间隔。 根据偏好,决策者可以从帕累托前面选择不同的分配方法。

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