Assessment of seismic vulnerability urban infrastructure is an actual problem, since the damage caused by earthquakes quite significant. Despite complexity such tasks, today’s machine learning methods allow use “fast” for assessing vulnerability. The article proposes a methodology characteristics typical objects that affect their resistance; using classification and clustering methods. For anal...

Modeling activities and travel for individuals in order to estimate traffic demand leads to large scale simulations. Most current models simulate individuals acting in a mutually independent way except for the use of the shared transportation infrastructure. As soon as cooperation between autonomous individuals is accounted for, the individuals are linked to each other in a network structure an...