An approach for optimisation of multistage processes under uncertainties using an extended iterative dynamic programming procedure and fuzzy identification of the stages is presented. An original heuristic approach, the multicomplex method, for better initial estimation of the optimal control strategy is introduced. The efficiency of the elaborated approach is tested on a technological process for ferrite production as an example for an optimisation problem under considerable uncertainty.