In previous work we have developed and implemented a mathematical construct referred to as “Implicit Uncertainty Propagation (IUP)” for estimating uncertainties within the bilevel optimization framework of collaborative optimization (CO). The implicit uncertainty estimates were used to develop a robust collaborative optimization framework, which is capable of managing design constraint variatio...