刘扬, 魏立新, 李长林, 徐亚萍. 油气集输系统拓扑布局优化的混合遗传算法[J]. 油气储运, 2003, 22(6): 33-37. DOI: 10.6047/j.issn.1000-8241.2003.06.006
引用本文: 刘扬, 魏立新, 李长林, 徐亚萍. 油气集输系统拓扑布局优化的混合遗传算法[J]. 油气储运, 2003, 22(6): 33-37. DOI: 10.6047/j.issn.1000-8241.2003.06.006
LIU Yang, WEI Lixin, . Topological Optimization of Oil-gas Gathering and Transforming System with Hybrid Algorithm[J]. Oil & Gas Storage and Transportation, 2003, 22(6): 33-37. DOI: 10.6047/j.issn.1000-8241.2003.06.006
Citation: LIU Yang, WEI Lixin, . Topological Optimization of Oil-gas Gathering and Transforming System with Hybrid Algorithm[J]. Oil & Gas Storage and Transportation, 2003, 22(6): 33-37. DOI: 10.6047/j.issn.1000-8241.2003.06.006

油气集输系统拓扑布局优化的混合遗传算法

Topological Optimization of Oil-gas Gathering and Transforming System with Hybrid Algorithm

  • 摘要: 给出了油气集输系统拓扑布局优化问题的数学模型, 对其计算的复杂性进行了分析。根据模型的特点, 采用了混合遗传算法进行求解, 将局部搜索算法的快速性与遗传算法的全局收敛性有机地结合起来, 有效避免了因初始值不同对优化结果造成的不利影响。实例计算表明, 混合遗传算法优于传统的分级优化法。

     

    Abstract: In this paper, a topological optimization mathematical model of oil-gas gathering and transforming system is founded, and the computational complexity is discussed. According to the problem characteristics, it is solved by hybrid evolutionary algorithm in which conventional local-search optimization technique and GA are combined, and the negative effect of initial value given for optimization result in heuristic method is avoided. A project instance indicates that the method given in this paper is superior to conventional heuristic one.

     

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