TY - JOUR
T1 - Flow-based vulnerability measures for network component importance
T2 - Experimentation with preparedness planning
AU - Nicholson, Charles D.
AU - Barker, Kash
AU - Ramirez-Marquez, Jose E.
N1 - Publisher Copyright:
© 2015 Elsevier Ltd.
PY - 2016/1/1
Y1 - 2016/1/1
N2 - This work develops and compares several flow-based vulnerability measures to prioritize important network edges for the implementation of preparedness options. These network vulnerability measures quantify different characteristics and perspectives on enabling maximum flow, creating bottlenecks, and partitioning into cutsets, among others. The efficacy of these vulnerability measures to motivate preparedness options against experimental geographically located disruption simulations is measured. Results suggest that a weighted flow capacity rate, which accounts for both (i) the contribution of an edge to maximum network flow and (ii) the extent to which the edge is a bottleneck in the network, shows most promise across four instances of varying network sizes and densities.
AB - This work develops and compares several flow-based vulnerability measures to prioritize important network edges for the implementation of preparedness options. These network vulnerability measures quantify different characteristics and perspectives on enabling maximum flow, creating bottlenecks, and partitioning into cutsets, among others. The efficacy of these vulnerability measures to motivate preparedness options against experimental geographically located disruption simulations is measured. Results suggest that a weighted flow capacity rate, which accounts for both (i) the contribution of an edge to maximum network flow and (ii) the extent to which the edge is a bottleneck in the network, shows most promise across four instances of varying network sizes and densities.
KW - Flow
KW - Networks
KW - Resilience
KW - Vulnerability
UR - http://www.scopus.com/inward/record.url?scp=84942531986&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84942531986&partnerID=8YFLogxK
U2 - 10.1016/j.ress.2015.08.014
DO - 10.1016/j.ress.2015.08.014
M3 - Article
AN - SCOPUS:84942531986
SN - 0951-8320
VL - 145
SP - 62
EP - 73
JO - Reliability Engineering and System Safety
JF - Reliability Engineering and System Safety
ER -