Exploring the Consequences of IED Deployment with a Generalized Linear Model Implementation of the Canadian Traveller Problem

Details Exploring the Consequences of IED Deployment with a Generalized Linear Model Implementation of the Canadian Traveller Problem Exploring the Consequences of IED Deployment with a Generalized Linear Model Implementation of the Canadian Traveller Problem

2010-12-19

arxiv.org/abs/1012.4185v1

Statistics

Methodology

25 pages, 3 figures

Scientific paper

The deployment of improvised explosive devices (IEDs) along major roadways has been a favoured strategy of insurgents in recent war zones, both for the ability to cause damage to targets along roadways at minimal cost, but also as a means of controlling the flow of traffic and causing additional expense to opposing forces. Among other related approaches (which we discuss), the adversarial problem has an analogue in the Canadian Traveller Problem, wherein a stretch of road is blocked with some independent probability, and the state of the road is only discovered once the traveller reaches one of the intersections that bound this stretch of road. We discuss the implementation of ideas from social network analysis, namely the notion of "betweenness centrality", and how this can be adapted to the notion of deployment of IEDs with the aid of Generalized Linear Models (GLMs): namely, how we can model the probability of an IED deployment in terms of the increased effort due to Canadian betweenness, how we can include expert judgement on the probability of a deployment, and how we can extend the approach to estimation and updating over several time steps.

Affiliated with

Also associated with

No associations

Rating

Exploring the Consequences of IED Deployment with a Generalized Linear Model Implementation of the Canadian Traveller Problem does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Exploring the Consequences of IED Deployment with a Generalized Linear Model Implementation of the Canadian Traveller Problem, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Exploring the Consequences of IED Deployment with a Generalized Linear Model Implementation of the Canadian Traveller Problem will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-725679