基于Gomory-Hu树方法的通行能力削减结构与OD需求脆弱性分析

Vulnerability analysis of cut-capacity structure and OD demand using Gomory-Hu tree method

Transportation Research, Series B: Methodological · 2021
被引 11
ABS 4

中文导读

提出利用Gomory-Hu树高效计算交通网络所有节点对间最小割的方法,并开发两个脆弱性指标,无需假设路径选择行为,适用于识别道路网络中的脆弱路段。

Abstract

Vulnerability analysis of transportation networks has rapidly become important in recent decades given the increasing numbers of transportation disasters. In this paper, we describe a method for calculating the minimum cuts between all pairs of nodes in a transportation network and develop two indices for analyzing vulnerability; these are derived from topology-based vulnerability/demand-accountable analyses and enable evaluation of cuts without assuming route-choice behaviors. We show that such analyses can be performed using a Gomory–Hu tree to reduce the computational load. This method is efficient, requiring only N − 1 calculations of the maximum flow problem even though the number of node pairs is N2, where N is the number of nodes. In addition, we show that the total demand passing each minimum cut, which is necessary for demand-accountable analysis, can be obtained by network loading onto the tree using the Gomory–Hu tree features. We apply the proposed method to the central region of Japan to illustrate the applicability of the two indices for identifying vulnerable links in the road network.

交通网络脆弱性分析网络拓扑运筹优化