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Multiobjective Path Optimization for Critical Infrastructure Links with Consideration to Seismic Resilience

  • Zengfu Wang
  • , Qing Wang
  • , Moshe Zukerman
  • , Jun Guo
  • , Yu Wang*
  • , Gang Wang
  • , Jun Yang
  • , Bill Moran
  • *Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

376 Downloads (CityUHK Scholars)

Abstract

We study the generic problem of path optimization for a critical infrastructure link between two locations on the surface of the Earth in the vicinity of earthquake-prone areas. The problem has two (conflicting) objective functions, one for minimizing the construction cost of the link and the other for minimizing the number of potential repairs along the link in the wake of earthquakes. In our model, the Earth's surface is approximated by a triangulated manifold, and ground motion intensity data are used to provide a measure of repair rate. We approach the multiobjective variational problem by first converting it into a single objective variational problem using the weighted sum method. Then, we show that the problem can be further transformed into an Eikonal equation and solved by a computationally efficient algorithm based on the fast marching method. Extensive simulations are performed on real-world three-dimensional geographical data, from which we obtain Pareto optimal solutions that provide insight and guidance to design trade-offs between cost effectiveness and seismic resilience.
Original languageEnglish
Pages (from-to)836-855
JournalComputer-Aided Civil and Infrastructure Engineering
Volume32
Issue number10
Online published31 Jul 2017
DOIs
Publication statusPublished - Oct 2017

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure

Research Keywords

  • Critical Infrastructure Links
  • Seismic Resilience
  • Multiobjective Path Optimization
  • weighted sum method
  • triangulated manifolds

Publisher's Copyright Statement

  • COPYRIGHT TERMS OF DEPOSITED PREPRINT FILE: This is the pre-peer reviewed version of the following article: Wang, Z., Wang, Q., Zukerman, M., Guo, J., Wang, Y., Wang, G., ... Moran, B. (2017). Multiobjective Path Optimization for Critical Infrastructure Links with Consideration to Seismic Resilience. Computer-Aided Civil and Infrastructure Engineering, 32(10), 836-855. DOI: 10.1111/mice.12287, which has been published in final form at http://onlinelibrary.wiley.com/doi/10.1111/mice.12287/epdf. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions.

RGC Funding Information

  • RGC-funded

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