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基于多目标满意优化的计算机通信网流量和容量分配

Flow and capacity distribution of computer communication networks based on multi-criteria satisfactory optimization

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【作者】 温碧丽谭献海孙慧丽黎燕敏

【Author】 WEN Bi-li,TAN Xian-hai,SUN Hui-li,LI Yan-min (School of Information Science and Technology,Southwest Jiaotong University,Chengdu Sichuan 610031,China)

【机构】 西南交通大学信息科学与技术学院西南交通大学信息科学与技术学院 四川成都610031四川成都610031

【摘要】 将满意优化理论应用到计算机通信网中,提出了基于多目标满意优化的计算机通信网优化设计方法,通过设计满意度函数,构造出计算机通信网的满意优化数学模型,并用改进遗传算法实现计算机通信网的容量和流量分配的满意优化设计。仿真结果显示,所设计的网络具有更满意的综合性能指标,证实了该方法的有效性和实用性。

【Abstract】 The theory of satisfactory optimization was applied to computer communication networks, and the multi-criteria satisfactory optimization method for computer communication networks was proposed. By designing satisfactory rate functions of performance indexes and synthesis satisfactory rate function of computer communication networks,satisfactory optimization mathematic model for computer communication networks was constructed. The satisfactory optimization of capacity and flow distribution was performed based on improved genetic algorithm that has rapid convergence and good global search capability. Experimental results show that the computer communication network designed by this algorithm has more satisfactory performances than traditional methods.

【基金】 西南交通大学科学研究基金资助项目(2005A03);国家自然科学基金资助项目(60572143)
  • 【文献出处】 计算机应用 ,Journal of Computer Applications , 编辑部邮箱 ,2006年12期
  • 【分类号】TP393.02
  • 【被引频次】1
  • 【下载频次】228
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