A study was regarded as a potentially relevant study if it deals with ‘A stochastic sequential optimisation problem using a heuristic or optimisation method regardless of the type of problem’. Although this literature search mainly focused on heuristic methods, the studies, which used an optimisation method (i.e., mathematical programming methods), were not excluded at this stage in order to retain the possibility of considering a mathematical programming method for an SDDP if necessary.