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基于深度学习的体系作战效能智能评估及优化 被引量:26
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作者 李妮 李玉红 +1 位作者 龚光红 黄晓冬 《系统仿真学报》 CAS CSCD 北大核心 2020年第8期1425-1435,共11页
采用仿真模拟评估方法进行体系作战效能评估包括配置想定、多次运行仿真系统和调用效能评估模型计算多个复杂步骤。针对此流程复杂、耗时长的问题,提出一种基于深度学习回归思想的体系作战效能智能评估方法,引入基于进化策略的作战效能... 采用仿真模拟评估方法进行体系作战效能评估包括配置想定、多次运行仿真系统和调用效能评估模型计算多个复杂步骤。针对此流程复杂、耗时长的问题,提出一种基于深度学习回归思想的体系作战效能智能评估方法,引入基于进化策略的作战效能优化流程。以全连接深度回归网络为预测模型,通过多个数据集的试验结果给出网络隐层数和样本量选择的指导原则。进一步结合遗传算法调整网络输入得到优化输出,迭代性能较好。以某仿真系统为例初步验证了其有效性和使用价值。 展开更多
关键词 武器装备体系 作战效能智能评估 作战效能智能优化 回归预测 深度回归网络
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信息技术教师人工智能教学效能感提升研究 被引量:2
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作者 孙俊梅 杨艳 马红亮 《信阳师范学院学报(哲学社会科学版)》 2022年第6期50-57,64,共9页
当前中小学人工智能课程建设已纳入国家战略发展规划,然而师资匮乏成为课程建设的瓶颈,亟须大力开展有效的教师专业发展活动。其中,教学效能感的培养会直接影响教师的教学投入、教学实践以及学生的学习效果。因此,文章基于TPACK理论设... 当前中小学人工智能课程建设已纳入国家战略发展规划,然而师资匮乏成为课程建设的瓶颈,亟须大力开展有效的教师专业发展活动。其中,教学效能感的培养会直接影响教师的教学投入、教学实践以及学生的学习效果。因此,文章基于TPACK理论设计专业发展知识体系,结合教学自我效能感提升途径和有效教师专业发展要素构建了线上线下融合的专业发展活动框架,并以40位信息技术教师为研究对象开展了为期25天的实验干预。问卷和访谈的数据分析结果显示,这种专业发展活动显著提升了信息技术教师的人工智能教学效能感,且具有不同先验知识的教师之间不存在显著性差异。这些发现揭示了文章所构建的专业发展知识体系和活动框架在提升中小学信息技术教师人工智能教学效能感方面的有效性,并会对信息技术教师的人工智能教学实践和学生学习结果产生积极的影响。 展开更多
关键词 信息技术教师 人工智能教学效能 教师专业发展 TPACK
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城市居民通勤交通的出行规律及诱导策略——以上海常规公交的效能策略研究为例
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作者 张炜 《北方经济》 2013年第10期46-48,共3页
随着轨道交通的发展,常规公交在额定人数减少、舒适度增加的同时,却经常被"堵"在各个路段上,运输功能被大大削弱,因此对于城市常规公交的再定位与再设计十分有必要,而重点关注"政府投入是关键"、"常态化运营... 随着轨道交通的发展,常规公交在额定人数减少、舒适度增加的同时,却经常被"堵"在各个路段上,运输功能被大大削弱,因此对于城市常规公交的再定位与再设计十分有必要,而重点关注"政府投入是关键"、"常态化运营是基础"、"规划管理是前提"、"智能效能是核心"这四方面理念,城市公交优先的发展才具有可持续意义。 展开更多
关键词 通勤交通 常规公交 公交优先 智能效能
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Energy Efficiency-Based Decision Making in Cognitive Radio Networks
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作者 Hongning Li Qingqi Pei Leilei Xu 《China Communications》 SCIE CSCD 2016年第11期205-213,共9页
As a constraint for smart devices,energy consumption has attract people's attention for a long time period. How to get higher resource utilization with less energy consumption is a challenge for cognitive radio ne... As a constraint for smart devices,energy consumption has attract people's attention for a long time period. How to get higher resource utilization with less energy consumption is a challenge for cognitive radio networks. Secondary users have to participate in spectrum sensing at the cost of energy and access idle spectrum without interfering primary users. However,not all participating secondary users can access idle spectrum. How to ensure the participation users access spectrum efficiently with a larger probability is an urgent problem to be solved. We propose an Energy Efficiency-based Decision Making(EEDM) for cognitive radio networks,which fully considers residual energy and probability of obtaining spectrum resources. Simulation and analysis show that the proposed scheme can maximize proportion of allocated users under the premise of ensuring the accuracy of spectrum sensing,then balance users' energy consumption and access efficiency,so as to effectively improve the utilization of spectrum resources. 展开更多
关键词 cognitive radio networks spectrum sensing energy efficiency decision making
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Smart adsorbents for CO2 capture:Making strong adsorption sites respond to visible light 被引量:1
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作者 Qiu-Rong Wu Peng Tan +5 位作者 Chen Gu Rui Zhou Shi-Chao Qi Xiao-Qin Liu Yao Jiang Lin-Bing Sun 《Science China Materials》 SCIE EI CSCD 2021年第2期383-392,共10页
Due to the good controllability and high energy efficiency in adsorption processes,photoresponsive adsorbents are intriguing for CO2 capture.Nevertheless,most reported photoresponsive adsorbents are designed based on ... Due to the good controllability and high energy efficiency in adsorption processes,photoresponsive adsorbents are intriguing for CO2 capture.Nevertheless,most reported photoresponsive adsorbents are designed based on weak adsorption sites,regulating CO2 adsorption through structural change or steric hindrance.In addition,ultraviolet(UV)light is commonly involved in the regulation of adsorption capacity.Here we report for the first time the smart adsorbents for CO2 capture,which makes strong adsorption sites respond to visible(Vis)light.The adsorbents were fabricated by introducing primary amine and Dispersed Red 1(DR1,a kind of push-pull azobenzene that responds to Vis light rapidly)units to mesoporous silica,which act as strong adsorption sites and triggers,respectively.The primary amine sites make the adsorbents highly selective in the adsorption of CO2 over CH4.Without light irradiation,azobenzene is in the form of trans configuration,which leads to decreased electrostatic potential of primary amines and subsequently,exposure of active sites and liberal adsorption of CO2.Upon Vis-light irradiation,cis isomers are formed,which results in increased electrostatic potential of primary amines and subsequently shelter of active sites.Even on such strong adsorption sites,the alteration of CO2 adsorption capacity can reach 40%for the adsorbent with and without Vis-light irradiation.Moreover,the trans/cis isomerization of DR1 units can be triggered reversibly by Vis light.The present smart system endows adsorbents with selective adsorption capacity and avoids the employment of UV light,which is unlikely to be achieved by conventional photoresponsive adsorbents. 展开更多
关键词 CO2 adsorption strong adsorption sites selective adsorption push-pull azobenzene visible light response
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