This book contains three lectures each of 10 sessions; the first on Potential Theory on graphs and manifolds, the second on annealing and another algorithms for image reconstruction, the third on Malliavin Calculus.

Theorie du Potentiel sur les Graphes et les Varietes.- Random fields and inverse problems in imaging.- Probabilistic methods in the study of asymptotics.