Use heuristics as a constraint

In a Complex system, hard and fast rule is not effective. Defining a comprehensive rules that will work for 100% of the time will be too costly and will overly constrained a system, preventing the system from generating emergent patterns. A Heuristic on the other hand would typically be a single sentence and a more cost effective Constraint to be applied.