Acceleration schemes with application to the EM algorithm

New acceleration schemes and restarting procedures are defined and studied in view of application to the EM algorithm. In most cases the introduced algorithms circumvent the problems of stagnation and degeneracy. Their behavior is analyzed on real data sets.