Cross-entropy optimization with prioritized constraints
TierCEM is an optimization method that handles conflicting constraints by using an explicit lexicographic ordering of priorities instead of per-constraint weights. It filters candidate samples sequentially based on constraint importance, recursively relaxing lower-priority constraints when conflicts arise. This allows the method to preserve higher-priority requirements while optimizing toward the task objective.