东南大学学报(自然科学版)
東南大學學報(自然科學版)
동남대학학보(자연과학판)
JOURNAL OF SOUTHEAST UNIVERSITY
2014年
5期
1078-1084
,共7页
公共交通%可变线路式公交%车辆路径问题%启发式插入算法%仿真试验
公共交通%可變線路式公交%車輛路徑問題%啟髮式插入算法%倣真試驗
공공교통%가변선로식공교%차량로경문제%계발식삽입산법%방진시험
public transit%flex-route transit%vehicle routing problem%heuristic insertion algorithm%simulation experiment
针对可变线路式公交设计了一种可同时处理预约需求和实时需求的两阶段车辆调度模型。第1阶段模型以预约需求为服务对象,建立了以乘客出行成本和车辆运营成本最小为目标的路径优化模型,采用模拟退火算法对模型进行求解,获得车辆初始行驶路径方案。第2阶段模型以实时需求为服务目标,在原定行驶路径方案上利用启发式插入算法将4类乘客排入车辆行车计划中。基于实例的仿真试验验证了两阶段车辆调度模型的可行性,结果表明:通过提高乘客预约出行比例的方式可提升系统性能,本例中当乘客需求量达到25人/h、预约出行比例达到70%时,系统整体性能相较于纯动态需求条件下提升近10%。
針對可變線路式公交設計瞭一種可同時處理預約需求和實時需求的兩階段車輛調度模型。第1階段模型以預約需求為服務對象,建立瞭以乘客齣行成本和車輛運營成本最小為目標的路徑優化模型,採用模擬退火算法對模型進行求解,穫得車輛初始行駛路徑方案。第2階段模型以實時需求為服務目標,在原定行駛路徑方案上利用啟髮式插入算法將4類乘客排入車輛行車計劃中。基于實例的倣真試驗驗證瞭兩階段車輛調度模型的可行性,結果錶明:通過提高乘客預約齣行比例的方式可提升繫統性能,本例中噹乘客需求量達到25人/h、預約齣行比例達到70%時,繫統整體性能相較于純動態需求條件下提升近10%。
침대가변선로식공교설계료일충가동시처리예약수구화실시수구적량계단차량조도모형。제1계단모형이예약수구위복무대상,건립료이승객출행성본화차량운영성본최소위목표적로경우화모형,채용모의퇴화산법대모형진행구해,획득차량초시행사로경방안。제2계단모형이실시수구위복무목표,재원정행사로경방안상이용계발식삽입산법장4류승객배입차량행차계화중。기우실례적방진시험험증료량계단차량조도모형적가행성,결과표명:통과제고승객예약출행비례적방식가제승계통성능,본례중당승객수구량체도25인/h、예약출행비례체도70%시,계통정체성능상교우순동태수구조건하제승근10%。
A two-stage scheduling model is designed for the flex-route transit to deal with predeter-mined requests and real-time requests.An optimal model for the vehicle routing problem,which minimizes passenger travel costs and vehicle operating costs,is built as the first-stage scheduling model to serve predetermined requests.The simulated annealing algorithm is developed to solve the first-stage model and an initial vehicle routing plan can be obtained.The second-stage scheduling model is established for real-time requests,and four types of passengers are arranged into the vehicle routing plan through the heuristic insertion algorithm.The simulation experiments based on a realistic case demonstrate the feasibility of this two-stage scheduling model,and the results indicate that there would be a better system performance if more passengers choose to make appointments for flex-route service.There is approximately a 10%improvement in system performance when demand reaches 25 passenger/h and 70%of passengers make appointments,compared with the scenario under pure real-time passenger demand.