This report aims at giving an overview of the rate event simulation and the variance reduction technique known as the importance sampling. Its contents concentrates not only on the basic ideas but also on the corresponding mathematical and probabilistic background, i.e. the large deviation theory.

Throughout the text a reader can found many examples and results of simulations. On the other hand, the proofs were shortened to the minimum.