Optimization of a Switched Ethernet Topology based on Genetic Algorithm

被引：0
|
作者：
Liu Liang [1 ]
Jiang Han-hong [1 ]
Rui Wan-zhi [1 ]
Wang Jie [1 ]
机构：
[1] Naval Univ Engn, Natl Key Lab VIPS Technol, Wuhan, Peoples R China
来源：
2015 2ND INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING ICISCE 2015 | 2015年
关键词：
Switched Ethernet; STP; MST; GA; Gene Pool;
D O I：
10.1109/ICISCE.2015.87
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this paper, a multi-objective programming model for optimizing the topology of a practical industrial network control systems is established on the basis of the analysis of IP packets through each link, and then solved by Genetic Algorithm(GA). To ensure the effectiveness of GA, this paper proposes an individual coding scheme and its valid criterion, designs a set of specific genetic operators based on Gene Ring operation, and modifies the default parameters of corresponding switches in the practical system through simulation and calculation. The results show that the model and the algorithm can effectively reduce the network load and optimize the topology without the necessity for changing in the links of the control system by adding cost.
引用
收藏
页码：363 / 366
页数：4
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