Multiobjective Path Optimization for Critical Infrastructure Links with Consideration to Seismic Resilience
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
---|---|
Pages (from-to) | 836-855 |
Journal / Publication | Computer-Aided Civil and Infrastructure Engineering |
Volume | 32 |
Issue number | 10 |
Online published | 31 Jul 2017 |
Publication status | Published - Oct 2017 |
Link(s)
DOI | DOI |
---|---|
Attachment(s) | Documents
Publisher's Copyright Statement
|
Link to Scopus | https://www.scopus.com/record/display.uri?eid=2-s2.0-85026477200&origin=recordpage |
Permanent Link | https://scholars.cityu.edu.hk/en/publications/publication(4791a85f-fd0a-4b3f-b03a-b23287150275).html |
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.
Research Area(s)
- Critical Infrastructure Links, Seismic Resilience, Multiobjective Path Optimization, weighted sum method, triangulated manifolds
Citation Format(s)
Multiobjective Path Optimization for Critical Infrastructure Links with Consideration to Seismic Resilience. / Wang, Zengfu; Wang, Qing; Zukerman, Moshe et al.
In: Computer-Aided Civil and Infrastructure Engineering, Vol. 32, No. 10, 10.2017, p. 836-855.
In: Computer-Aided Civil and Infrastructure Engineering, Vol. 32, No. 10, 10.2017, p. 836-855.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Download Statistics
No data available