In search for robustness: Combining System Dynamics and exploratory Multi- Criteria Decision Analysis

System Dynamics and Multi Criteria Decision Analysis are two decision aid methods that aim at helping decision makers to better understand the world through formal models and computations. System Dynamics with the use of feedback loops and time delays helps to understand the behavior of a system and how the various elements affect this behavior....

Sequential robust optimization of a V-bending process using numerical simulations

The coupling of finite element simulations to mathematical optimization techniques has contributed significantly to product improvements and cost reductions in the metal forming industries. The next challenge is to bridge the gap between deterministic optimization techniques and the industrial need for robustness. This paper introduces a...

Vehicle Routing under Uncertainty

In this thesis, the main focus is on the study of a real-world transportation problem with uncertainties, and on the comparison of a centralized and a distributed solution approach in the context of this problem. We formalize the real-world problem, and provide a general framework to extend it with different sources of uncertainty. We apply...