Approximation of Pareto fronts with guaranteed accuracy
Research Topics
Data-Driven Optimization Techniques
Simultaneous learning and optimization for problems with black-box objectives and constraints.
Model Predictive Control
Advanced optimization-based control strategies
Hierarchical Control Systems
Optimization-based modeling and control of safety-critical multi-layered autonomous systems
Airborne Wind Energy
Autonomous systems to harvest wind energy
Autonomous Drones for Civil Applications
Autonomous aerial vehicles for infrastructure digitalization and monitoring
Smart Manufacturing
Advanced modeling and optimal control at both plant-wide and single-machine levels