Predicting Work Zone Collision Probabilities via Clustering: Application in Optimal Deployment of Highway Response Teams

Figure 13

Collision probabilities at 40 future WZs are estimated via the proposed clustering procedure. These probabilities are used as an input for the two-stage stochastic model to optimally allocate 5 highway response teams.

(a) Collision probabilities predicted via clustering

(b) Optimal response team allocation