RMIT University
Browse

Multiobjective path optimization for critical infrastructure links with consideration to seismic resilience

journal contribution
posted on 2024-10-30, 14:00 authored by Zengfu Wang, Qing Wang, Moshe Zukerman, Jun Guo, Yu Wang, Gang Wang, Jun Yang, William MoranWilliam Moran
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.

History

Related Materials

  1. 1.
    DOI - Is published in 10.1111/mice.12287
  2. 2.
    ISSN - Is published in 10939687

Journal

Computer-Aided Civil and Infrastructure Engineering

Volume

32

Issue

10

Start page

836

End page

855

Total pages

20

Publisher

Wiley-Blackwell Publishing

Place published

United States

Language

English

Copyright

© 2017 Computer-Aided Civil and Infrastructure Engineering

Former Identifier

2006080940

Esploro creation date

2020-06-22

Fedora creation date

2019-03-26

Usage metrics

    Scholarly Works

    Keywords

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC