华南理工大学学报(自然科学版)
華南理工大學學報(自然科學版)
화남리공대학학보(자연과학판)
JOURNAL OF SOUTH CHINA UNIVERSITY OF TECHNOLOGY(NATURAL SCIENCE EDITION)
2015年
4期
33-40
,共8页
邓亚娟%王欢%杜若%胡绍荣
鄧亞娟%王歡%杜若%鬍紹榮
산아연%왕환%두약%호소영
交通工程%路网等级%复杂网络理论%加权邻接矩阵%模糊聚类
交通工程%路網等級%複雜網絡理論%加權鄰接矩陣%模糊聚類
교통공정%로망등급%복잡망락이론%가권린접구진%모호취류
traffic engineering%highway network hierarchy%complex network theory%weighted adjacency matrix%fuzzy clustering
为划分公路网等级,引入复杂网络理论,采用对偶拓扑方法,将公路路线按照路名抽象为节点,考虑路段流量和贯穿度计算节点权重,并基于重力模型得到加权邻接矩阵,通过Matlab编程计算节点重要度指标、紧密度指标、介数指标,采用变异系数法计算节点综合指标权重,以规划年路网总里程为控制量筛选得到满足里程要求的节点;最后对所筛选出的节点采取模糊聚类,进行公路网等级划分。研究结果表明:应用复杂网络理论进行公路网等级划分,不仅能够得出各等级公路里程,并且能够得出各等级公路的空间分布情况,为未来公路网等级的提升提供参考。
為劃分公路網等級,引入複雜網絡理論,採用對偶拓撲方法,將公路路線按照路名抽象為節點,攷慮路段流量和貫穿度計算節點權重,併基于重力模型得到加權鄰接矩陣,通過Matlab編程計算節點重要度指標、緊密度指標、介數指標,採用變異繫數法計算節點綜閤指標權重,以規劃年路網總裏程為控製量篩選得到滿足裏程要求的節點;最後對所篩選齣的節點採取模糊聚類,進行公路網等級劃分。研究結果錶明:應用複雜網絡理論進行公路網等級劃分,不僅能夠得齣各等級公路裏程,併且能夠得齣各等級公路的空間分佈情況,為未來公路網等級的提升提供參攷。
위화분공로망등급,인입복잡망락이론,채용대우탁복방법,장공로로선안조로명추상위절점,고필로단류량화관천도계산절점권중,병기우중력모형득도가권린접구진,통과Matlab편정계산절점중요도지표、긴밀도지표、개수지표,채용변이계수법계산절점종합지표권중,이규화년로망총리정위공제량사선득도만족리정요구적절점;최후대소사선출적절점채취모호취류,진행공로망등급화분。연구결과표명:응용복잡망락이론진행공로망등급화분,불부능구득출각등급공로리정,병차능구득출각등급공로적공간분포정황,위미래공로망등급적제승제공삼고。
In order to divide the highway network hierarchy reasonably, first, both the complex network theory and the dual topology method are adopted to abstract highway sections into different nodes.Then, the weights of the nodes are calculated by considering the traffic volume and the coherence degree, and a weighted adjacency matrix based on the gravity model is obtained.Moreover, the importance degree, closeness and betweenness of the nodes are calculated with the help of Matlab, the comprehensive weight of the nodes is obtained by means of the variation coefficient method, and the nodes satisfying the mileage requirement are filtrated by setting the planed annual mile-age as the control variable.Finally, a classification of highway network hierarchy is performed based on the fuzzy clustering of the filtrated nodes.The results show that the application of complex network theory to the classification of highway network hierarchy helps to obtain the mileage and space distribution of each highway grade, which bene-fits the level improvement of road networks.