Counterfactual Routing Using Integer Programming with Constraint Generation

Explain Like I'm Normal

Researchers developed a way to explain why a navigation system didn't pick your preferred route by identifying the exact road conditions that would have made it optimal. Using integer programming, the system can quickly generate 'what-if' scenarios to justify human intuition over machine logic. It ranked 4th in a global competition while being significantly faster than every other participant.