交通运输系统工程与信息 ›› 2026, Vol. 26 ›› Issue (3): 274-285.DOI: 10.16097/j.cnki.1009-6744.2026.03.025

• 系统工程理论与方法 • 上一篇    下一篇

考虑扇区化与紧凑性约束的客运枢纽定制公交线路优化

武慧荣* ,盛椿婷,郭方成   

  1. 东北林业大学,土木与交通学院,哈尔滨150040
  • 收稿日期:2026-01-11 修回日期:2026-03-07 接受日期:2026-03-30 出版日期:2026-06-25 发布日期:2026-06-23
  • 作者简介:武慧荣(1980— ),女,山西夏县人,副教授,博士。
  • 基金资助:
    国家自然科学基金 (52572369)。

Customized Bus Route Optimization for Passenger Transport Hubs with Sector-based and Compactness Constraints

WU Huirong*, SHENG Chunting, GUO Fangcheng   

  1. School of Civil Engineering and Transportation, Northeast Forestry University, Harbin 150040, China
  • Received:2026-01-11 Revised:2026-03-07 Accepted:2026-03-30 Online:2026-06-25 Published:2026-06-23
  • Supported by:
    National Natural Science Foundation of China, China (52572369)。

摘要: 面向大型客运枢纽短时集散客流集中、目的地分散导致的绕行累积与线路跨区穿插等组织难题,本文提出扇区化紧凑约束的枢纽辐射型定制公交静态线路规划方法。在给定候选站点、站点需求及路网距离/时间矩阵条件下,构建以系统综合成本最小为目标的规划模型,成本由线路固定成本、里程成本与车内时间成本构成,并通过绕行比约束实现绕行控制。进一步引入扇区化紧凑约束,限制单条线路相对枢纽的方位覆盖弧长,抑制跨扇区穿插、提升线路形态可控性与组织稳定性。针对求解,设计区域感知自适应大邻域搜索(Adaptive Large Neighborhood Search,ALNS)算法:基于方位角排序构造扇区化初始解,采用“扇区边界优先”破坏与区域感知贪婪插入修复,并结合2-opt与跨线调整进行局部改进。以济南站为例,当最大角跨度阈值为60°时,得到19条线路方案,总成本17.53万元,总里程306.39km,总运行时间735.34min,绕行比均值1.08。相较未施加紧凑约束的对比方案,绕行比最大值由4.88降至2.73,角跨度均值由61.58°降至27.85°,扇区切换次数均值降至0.16次·线-1。结果表明,扇区化紧凑组织可在保证服务前提下显著改善线路形态并降低极端绕行风险。

关键词: 城市交通, 线路规划, 自适应大邻域搜索算法, 定制公交, 空间扇区化

Abstract: Large passenger hubs often face short-term surges of dispersive feeder demand, which can lead to accumulated detours and cross-area route interweaving, making customized bus routes difficult to organize and operate. This study proposes a static route planning method for hub-oriented customized buses by introducing a sector-based compactness constraint. Given candidate stops, stop-level demand, and road-network distance/time matrices, the study proposes a planning model that minimizes system wide total cost, including fixed route cost, distance-based operating cost, and in-vehicle time cost, while controlling detours through a detour-ratio constraint. To further suppress cross-sector interweaving and enhance route-shape controllability and operational stability, the study uses a sector-based compactness constraint to limit the azimuth coverage arc length of each route with respect to the hub. A region-aware Adaptive Large Neighborhood Search (ALNS) is conducted by sorting stops by bearing angles. Then, a "sector-boundary-prioritized" destroy operator and a region-aware greedy insertion repair operator are adopted, and local refinement is performed via 2-opt and inter-route relocation moves. A case study of Jinan Railway Station shows that, with a maximum angular-span threshold of 60°, the method yields 19 routes with a total cost of 175.3 thousand yuan, total mileage of 306.39 km, total operating time of 735.34 min, and a mean detour ratio of 1.08. Compared to the baseline without the compactness constraint, the maximum detour ratio decreases from 4.88 to 2.73, the mean angular span drops from 61.58° to 27.85°, and the average number of sector transitions reduces to 0.16 per route. The results demonstrate that sector-based compact organization can significantly improve route morphology and mitigate extreme detours without compromising service coverage.

Key words: urban transportation, route planning, Adaptive Large Neighborhood Search (ALNS) algorithm, customized bus, spatial sectorization

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