VULNERABILITY ANALYSIS FOR EVACUATION TRANSPORTATION NETWORKS

Authors

  • Jun Kim Sungkyunkwan University
  • Jae-Hoon Lee Sungkyunkwan University
  • Hyun-Jung Kim Sungkyunkwan University
  • Byung Do Chung Yonsei University

DOI:

https://doi.org/10.23055/ijietap.2018.25.5.3715

Keywords:

Vulnerability analysis, Evacuation, Cell Transmission Model, Genetic Algorithm

Abstract

As occurrences of natural disasters are increasing, interests of reacting for the certain circumstances such as evacuation planning have been rising. When an evacuation network is built, strategic analyses to support operation of the network are needed. Vulnerability analysis that seeks for weak points of an evacuation transportation network is one of those. This paper aims to analyze vulnerability of evacuation transportation network constructed with the Cell Transmission Model (CTM). Previous researches have considered all the possible scenarios to investigate weak points without any mathematical approaches. Accordingly, we propose a bi-level optimization model to identify fragile spots of the network. Due to a complexity of the problem, genetic algorithm combined with a linear programming is developed to find good solutions in reasonable computational time. Solutions from the proposed algorithm are compared with optimal solutions.

Published

2019-01-03

How to Cite

Kim, J., Lee, J.-H., Kim, H.-J., & Chung, B. D. (2019). VULNERABILITY ANALYSIS FOR EVACUATION TRANSPORTATION NETWORKS. International Journal of Industrial Engineering: Theory, Applications, and Practice, 25(5). https://doi.org/10.23055/ijietap.2018.25.5.3715