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一种局部强化的多标签传播社区发现算法 被引量:3
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作者 马千里 张俊浩 《计算机工程》 CAS CSCD 2014年第6期171-174,179,共5页
在社交网络中,社区和圈子均表现为一组内部连接相对紧密的节点,但后者规模较小。圈子是重要的局部社区信息,利用这一特点有助于进行社区发现。然而,现有的大部分基于标签传播的社区发现算法并没有考虑圈子的信息。为此,提出一种基于局... 在社交网络中,社区和圈子均表现为一组内部连接相对紧密的节点,但后者规模较小。圈子是重要的局部社区信息,利用这一特点有助于进行社区发现。然而,现有的大部分基于标签传播的社区发现算法并没有考虑圈子的信息。为此,提出一种基于局部强化的多标签传播(LSMLP)社区发现算法。给出圈子的定义,提出一种基于圈子信息的迭代多标签传播策略,并从每个节点的多个标签中选择归属系数最大的标签作为其从属的临时社区。采用两步优化方法使模度最大化。在真实网络的数据实验结果表明,与已有的社区发现算法相比,LSMLP算法能更高效地发现社区。 展开更多
关键词 社区发现 标签传播算法 局部强化 圈子 模度优化
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Optimization model of unascertained measurement for underground mining method selection and its application 被引量:6
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作者 刘爱华 董蕾 董陇军 《Journal of Central South University》 SCIE EI CAS 2010年第4期744-749,共6页
An optimization model of underground mining method selection was established on the basis of the unascertained measurement theory.Considering the geologic conditions,technology,economy and safety production,ten main f... An optimization model of underground mining method selection was established on the basis of the unascertained measurement theory.Considering the geologic conditions,technology,economy and safety production,ten main factors influencing the selection of mining method were taken into account,and the comprehensive evaluation index system of mining method selection was constructed.The unascertained evaluation indices corresponding to the selected factors for the actual situation were solved both qualitatively and quantitatively.New measurement standards were constructed.Then,the unascertained measurement function of each evaluation index was established.The index weights of the factors were calculated by entropy theory,and credible degree recognition criteria were established according to the unascertained measurement theory.The results of mining method evaluation were obtained using the credible degree criteria,thus the best underground mining method was determined.Furthermore,this model was employed for the comprehensive evaluation and selection of the chosen standard mining methods in Xinli Gold Mine in Sanshandao of China.The results show that the relative superiority degrees of mining methods can be calculated using the unascertained measurement optimization model,so the optimal method can be easily determined.Meanwhile,the proposed method can take into account large amount of uncertain information in mining method selection,which can provide an effective way for selecting the optimal underground mining method. 展开更多
关键词 mining engineering underground mining method optimization model unascertained measurement theory information entropy
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An optimized hardness model for carburizing-quenching of low carbon alloy steel 被引量:10
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作者 张星 唐进元 张学瑞 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第1期9-16,共8页
Research has been conducted about the hardness prediction for the carburizing and quenching process based on an optimized hardness simulation model,in accordance with the calculation rule of mixed phases.The coupling ... Research has been conducted about the hardness prediction for the carburizing and quenching process based on an optimized hardness simulation model,in accordance with the calculation rule of mixed phases.The coupling field model incorporates carburizing field analysis,temperature field analysis,phase transformation kinetics analysis and a modified hardness calculation model.In determination of the calculation model for hardness,calculation equations are given to be applied to low carbon content(x(C)<0.5%) for the child phases and the martensite hardness is calculated for high carbon content(x(C)>0.5%) in alloy.Then,the complete carburizing-quenching hardness calculation model is built,and the hardness simulation data are corrected considering the influence of residual austenite(RA) on hardness.Hardness simulations of the carburizing and quenching process of 17CrNiMo6 samples have been performed using DEFORM-HT_V10.2 and MATLAB R2013 a.Finally,a series of comparisons of simulation results and measured values show a good agreement between them,which validates the accuracy of the proposed mathematical model. 展开更多
关键词 carburizing-quenching simulation hardness model DEFORM-HT residual austenite high carbon content
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Optimization of Cr(VI) bioremediation in contaminated soil using indigenous bacteria 被引量:1
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作者 李倩 杨志辉 +4 位作者 柴立元 王兵 熊珊 廖映平 张淑娟 《Journal of Central South University》 SCIE EI CAS 2013年第2期480-487,共8页
Bench-scale soil column experiments were carried out to evaluate the effectiveness of Cr(VI) bioremediation process in soils by using indigenous bacteria with the addition of bacteria nutrient media. Effects of part... Bench-scale soil column experiments were carried out to evaluate the effectiveness of Cr(VI) bioremediation process in soils by using indigenous bacteria with the addition of bacteria nutrient media. Effects of particle size, spray intensity, initial Cr(VI) concentration, circulation mode and soil depth on Cr(VI) remediation were studied. Results show that soils after 6 d remediation with spray intensity controlled in the range of 29.6-59.2 mL/min could well fulfill the requirement of concrete aggregate and roadbed material usage, for the leaching toxicity concentration of the Cr(VI) in treated soils under the chosen condition is far less than 5 mg/L The leaching toxicity and fractions of both hexavalent chromium and trivalent chromium from remediated soils were determined and compared with that of untreated soil. The results show that water soluble Cr(VI) declines from 1520.54 mg/kg to 0.68 mg/kg, exchangeable Cr(VI) decreases from 34.83 mg/kg to 0.01 mg/kg and carbonates-bonded Cr(V1) falls from 13.55 mg/kg to 0.68 mg/kg. Meanwhile, a corresponding increase in carbonate-bonded Cr(III), Fe and Mn oxides-bonded Cr(III) and organic matter-bonded Cr(III) are found. It reveals that indigenous bacteria can leach out water soluble Cr(VI), exchangeable Cr(VI) and carbonates-bonded Cr(VI) from contaminated soil followed by converting into carbonate-bonded Cr(III), Fe and Mn oxides-bonded Cr(IlI), organic matter-bonded Cr(III) and residual Cr(III). 展开更多
关键词 BIOREMEDIATION Cr(VI) pollution control indigenous bacteria
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Detailed string stability analysis for bi-directional optimal velocity model 被引量:1
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作者 郑亮 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第4期1563-1573,共11页
The class of bi-directional optimal velocity models can describe the bi-directional looking effect that usually exists in the reality and is even enhanced with the development of the connected vehicle technologies. It... The class of bi-directional optimal velocity models can describe the bi-directional looking effect that usually exists in the reality and is even enhanced with the development of the connected vehicle technologies. Its combined string stability condition can be obtained through the method of the ring-road based string stability analysis. However, the partial string stability about traffic fluctuation propagated backward or forward was neglected, which will be analyzed in detail in this work by the method of transfer function and its H∞ norm from the viewpoint of control theory. Then, through comparing the conditions of combined and partial string stabilities, their relationships can make traffic flow be divided into three distinguishable regions, displaying various combined and partial string stability performance. Finally, the numerical experiments verify the theoretical results and find that the final displaying string stability or instability performance results from the accumulated and offset effects of traffic fluctuations propagated from different directions. 展开更多
关键词 traffic flow string stability optimal velocity model linearized stability theory transfer function
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Analysis and optimization of heat loss for water-cooled furnace roller 被引量:1
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作者 李勇 李家栋 +3 位作者 刘宇佳 侯帅 王昭东 王国栋 《Journal of Central South University》 SCIE EI CAS 2013年第8期2158-2164,共7页
A heat transfer model of furnace roller cooling process was established based on analysis of furnace roller's structure. The complicated model was solved with iteration planning algorithm based on Newton search. The ... A heat transfer model of furnace roller cooling process was established based on analysis of furnace roller's structure. The complicated model was solved with iteration planning algorithm based on Newton search. The model is proved logical and credible by comparing calculated results and measured data. Then, the relationship between water flow velocity, inlet water temperature, furnace temperature and roller cross section temperature, outlet water temperature, water temperature rise, cooling water heat absorption was studied. The conclusions and recommendations are mainly as follows: l) Cooling water temperature rise decreases with the increase of water flow velocity, but it has small relationship with inlet water temperature; 2) In order to get little water scale, inlet water temperature should be controlled below 30 ℃. 3) The cooling water flow velocity should be greater than critical velocity. The critical velocity is 0.07 m/s and water flow velocity should be controlled within 0.4-0.8 m/s. Within this velocity range, water cooling efficiency is high and water temperature rise is little. If cooling water velocity increases again, heat loss will increase, leading to energy wasting. 展开更多
关键词 furnace roller water-cooled furnace heat loss OPTIMIZATION CONTROL
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Optimization of superelevation runoff model for cycling tracks
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作者 程建川 杜小玉 +2 位作者 施金君 张云龙 李方 《Journal of Central South University》 SCIE EI CAS 2011年第2期587-592,共6页
To improve the possible superelevation runoff models for the cycling track design,at first,two existing representative superelevation runoff models used in China were investigated and fitted. Then,an optimization meth... To improve the possible superelevation runoff models for the cycling track design,at first,two existing representative superelevation runoff models used in China were investigated and fitted. Then,an optimization methodology was proposed,which was focused on the track geometry itself,without the consideration of the physical characteristic of the cyclist,assuming that less vertical curvature values correspond to less riding time. The riding performance formulae were obtained with the variables of riding time,riding velocity and vertical curvature of cycling track. Finally,with the refined adjustment on the vertical curvatures with the help of cycling track design software and considering the effect of horizontal alignments,the optimized models were finalized. It is clearly seen that these optimized models take the form of quartic parabola and are verified to achieve 0.005-0.021 s improvement in the event of 200 m time trial. 展开更多
关键词 cycling track superelevation runoff optimization design track geometry
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An optimization model of UAV route planning for road segment surveillance 被引量:2
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作者 刘晓锋 关志伟 +1 位作者 宋裕庆 陈大山 《Journal of Central South University》 SCIE EI CAS 2014年第6期2501-2510,共10页
Unmanned aerial vehicle(UAV)was introduced to take road segment traffic surveillance.Considering the limited UAV maximum flight distance,UAV route planning problem was studied.First,a multi-objective optimization mode... Unmanned aerial vehicle(UAV)was introduced to take road segment traffic surveillance.Considering the limited UAV maximum flight distance,UAV route planning problem was studied.First,a multi-objective optimization model of planning UAV route for road segment surveillance was proposed,which aimed to minimize UAV cruise distance and minimize the number of UAVs used.Then,an evolutionary algorithm based on Pareto optimality technique was proposed to solve multi-objective UAV route planning problem.At last,a UAV flight experiment was conducted to test UAV route planning effect,and a case with three scenarios was studied to analyze the impact of different road segment lengths on UAV route planning.The case results show that the optimized cruise distance and the number of UAVs used decrease by an average of 38.43% and 33.33%,respectively.Additionally,shortening or extending the length of road segments has different impacts on UAV route planning. 展开更多
关键词 unmanned aerial vehicle traffic surveillance route planning multi-objective optimization evolutionary algorithm
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Analysis of chamber effect on intermittent pulsation
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作者 唐婵 张靖周 +1 位作者 谭晓茗 王春华 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第12期3332-3345,共14页
A numerical study was conducted to seek an optimized dimension of jet chamber in the pulsating impinging flow.The flow and heat transfer effect of the pulsation flow through a jet chamber was investigated.The numerica... A numerical study was conducted to seek an optimized dimension of jet chamber in the pulsating impinging flow.The flow and heat transfer effect of the pulsation flow through a jet chamber was investigated.The numerical results indicate that heat transfer effective enhances near the stagnation region for the intermittent pulsed flow with jet chamber compared to that without jet chamber.Simulations of the flow through a jet chamber show that the heat transfer rate on the impingement surface is highly dependent on the velocity at the position which is really close to target surface.Examination of the velocity field suggests that the velocity exists a maximum value as the axis distance increases.In addition,the velocity at the jet hole is enlarged by the jet chamber due to the entrainment effect,and the velocity is amplified even greater as the size of the jet chamber becomes bigger.Nevertheless,the velocity declines quickly while the flow axis distance is more than a certain range,leading to poor heat transfer.Thus,intermittent pulsed flow with jet chamber is suggested as a method of improving heat transfer by employing larger dimensions of jet chamber for appropriate jet-to-surface spacing. 展开更多
关键词 pulsed impinging jet intermittent pulsation jet chamber Nusselt number
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