Should we use rules & simulation based scheduling?

Most APS systems developed in the 1980’s and 1990’s are based on dispatching or sequencing rules and simulations. The most sophisticated packages offer the possibility to use dynamic rules or even user defined configurable rules. Their popularity was not a surprise considering the limited computing resources of their time. But such rule based systems also have serious drawbacks and many implementations have led to disappointing results.