Projects per year
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 language | English |
|---|---|
| Pages (from-to) | 836-855 |
| Journal | Computer-Aided Civil and Infrastructure Engineering |
| Volume | 32 |
| Issue number | 10 |
| Online published | 31 Jul 2017 |
| DOIs | |
| Publication status | Published - Oct 2017 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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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
Fingerprint
Dive into the research topics of 'Multiobjective Path Optimization for Critical Infrastructure Links with Consideration to Seismic Resilience'. Together they form a unique fingerprint.Projects
- 2 Finished
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CRF: Cost Effective and Survivable Wide-area Topology of Telecommunication Cabling
ZUKERMAN, M. (Principal Investigator / Project Coordinator), CUCKER, F. (Co-Principal Investigator), WANG, Y. (Co-Principal Investigator), AU, S.-K. (Co-Investigator), MANTON, J. (Co-Investigator), Mukherjee, B. (Co-Investigator), WANG, G. (Co-Investigator), YANG, J. (Co-Investigator) & YUAN, X. (Co-Investigator)
1/06/14 → 30/05/18
Project: Research
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CRF: Cost Effective and Survivable Wide-area Topology of Telecommunication Cabling
WANG, Y. (Principal Investigator / Project Coordinator)
1/06/14 → 31/05/17
Project: Research
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