Convex duality contracts for production-grade mathematical optimization

Juan Pablo Vielma, Ross Anderson, Joey Huchette

Deploying mathematical optimization in autonomous production systems requires precise contracts for objects returned by an optimization solver. Unfortunately, conventions on dual s…