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基于经验的分层路由流量控制策略
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作者 夏士明 张磊 +1 位作者 陈军 潘志松 《陆军工程大学学报》 2022年第5期23-30,共8页
分布式拒绝服务(DDoS)攻击是当前互联网较严重的威胁之一,能在短时间内耗尽受害者服务器的资源。基于分布式路由器的流量限制是一种应对DDoS攻击的有效方法,在远离服务器的某些路由节点上安装流量控制设备,以确保服务器的安全。由于现... 分布式拒绝服务(DDoS)攻击是当前互联网较严重的威胁之一,能在短时间内耗尽受害者服务器的资源。基于分布式路由器的流量限制是一种应对DDoS攻击的有效方法,在远离服务器的某些路由节点上安装流量控制设备,以确保服务器的安全。由于现有的基于规则的策略或基于学习的策略与线性规划(LP)策略之间存在较大差距,可以将LP的策略视为专家,希望通过模仿专家的决策学习策略,但实验中效果并不理想。对于小规模网络,提出了基于经验的LP方法(ELP),先估算出正常流量的比例,再进行LP的求解。对于大规模网络流量响应问题,考虑存在通信延时,基于层次结构的策略(HELP)被提出用以减轻中心路由器的通信压力,并且可以实现比直接ELP(中心节点与所有节点通信)更好的性能。 展开更多
关键词 流量限制 线性规划 模仿学习 基于经验的方法 基于层次的方法
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Evaluation methods of man-machine-environment system for clean and safe production in phosphorus mines: A case study 被引量:4
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作者 DONG Long-jun ZHOU Ying +2 位作者 DENG Si-jia WANG Mei SUN Dao-yuan 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第12期3856-3870,共15页
Phosphorus is an essential element in agricultural production and chemical industry. However, since the risk of casualties and economic loss by mining accidents, the application of clean and safe production in phospho... Phosphorus is an essential element in agricultural production and chemical industry. However, since the risk of casualties and economic loss by mining accidents, the application of clean and safe production in phosphorus mines encounters great challenges. For this purpose, a man-machine-environment system composed of evaluation indexes was established, and the grading standards of indexes were defined. Firstly, the measurements of 39 qualitative indexes were obtained through the survey data. According to the measured values of 31 quantitative indexes, the measurements of quantitative indexes were calculated by linear measurement function(LM) and other three functions. Then the singleindex measurement evaluation matrixes were established. Secondly, the entropy weight method was used to determine the weights of each index directly. The analytic hierarchy process(AHP) was also applied to calculate the weights of index and index factor hierarchies after the established hierarchical model. The weights of system hierarchies were given by the grid-based fuzzy Borda method(GFB). The comprehensive weights were determined by the combination method of AHP and GFB(CAG). Furthermore, the multi-index comprehensive measurement evaluation vectors were obtained.Thirdly, the vectors were evaluated by the credible degree recognition(CDR) and the maximum membership(TMM)criteria. Based on the above functions, methods, and criteria, 16 combination evaluation methods were recommended.Finally, the clean and safe production grade of Kaiyang phosphate mine in China was evaluated. The results show that the LM-CAG-CDR is the most reasonable method, which can not only determine the clean and safe production grade of phosphorus mines, but also improve the development level of clean and safe mining of phosphorus mines for guidance.In addition, some beneficial suggestions and measures were also proposed to advance the clean and safe production grade of Kaiyang phosphorus mine. 展开更多
关键词 phosphorus mines clean and safe production man-machine-environment system unascertained measurement evaluation grid-based fuzzy borda method analytic hierarchy process
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