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基于改进粒子群的并行自动测试任务调度方法
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作者 王娟 郑超 +1 位作者 崔海青 刘哲旭 《电光与控制》 CSCD 北大核心 2024年第11期90-95,108,共7页
为解决航空电子设备在进行大规模多线程自动测试任务时任务调度效率低、资源利用率低的问题,设计负载均衡筛选机制,建立了并行测试静态资源调度模型,提出了基于粒子编解码的改进粒子群任务调度方法。通过混沌初始化序列和决策权重选择... 为解决航空电子设备在进行大规模多线程自动测试任务时任务调度效率低、资源利用率低的问题,设计负载均衡筛选机制,建立了并行测试静态资源调度模型,提出了基于粒子编解码的改进粒子群任务调度方法。通过混沌初始化序列和决策权重选择双向学习或引斥力机制,提高了粒子群算法效率和准确性。在此基础上,针对自动测试中的重调度问题,以待测件紧急度为判据建立不同目标函数,完成测试过程紧急件的测试,提高了调度方法的动态规划能力。通过仿真实验验证了调度方法能够有效提升并行测试任务调度效率和资源利用率。 展开更多
关键词 航空电子设备 并行测试 任务调度 粒子群算法 重调度
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Comparison on Vulnerability of European and Chinese Air Transport Networks under Spatial Hazards 被引量:1
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作者 LI Hang LIU Xinying +1 位作者 ZHANG Yingfei HU Xiaobing 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2020年第2期300-310,共11页
European air transport network(EATN)and Chinese air transport network(CATN),as two important air transport systems in the world,are facing increasingly spatial hazards,such as extreme weathers and natural disasters. I... European air transport network(EATN)and Chinese air transport network(CATN),as two important air transport systems in the world,are facing increasingly spatial hazards,such as extreme weathers and natural disasters. In order to reflect and compare impact of spatial hazards on the two networks in a practical way,a new spatial vulnerability model(SVM)is proposed in this paper,which analyzes vulnerability of a network system under spatial hazards from the perspectives of network topology and characteristics of hazards. Before introduction of the SVM,two abstract networks for EATN and CATN are established with a simple topological analysis by traditional vulnerability method. Then,the process to study vulnerability of an air transport network under spatial hazards by SVM is presented. Based on it,a comparative case study on EATN and CATN under two representative spatial hazard scenarios,one with an even spatial distribution,named as spatially uniform hazard,and the other with an uneven spatial distribution that takes rainstorm hazard as an example,is conducted. The simulation results show that both of EATN and CATN are robust to spatially uniform hazard,but vulnerable to rainstorm hazard. In the comparison of the results of the two networks that only stands from the points of network topology and characteristics of hazard without considering certain unequal factors,including airspace openness and flight safety importance in Europe and China,EATN is more vulnerable than CATN under rainstorm hazard. This suggests that when the two networks grow to a similar developed level in future,EATN needs to pay more attention to the impact of rainstorm hazard. 展开更多
关键词 VULNERABILITY spatial vulnerability model(SVM) air transport networks spatial hazards
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