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.
Hierarchical Control Systems
Optimization-based modeling and control of safety-critical multi-layered autonomous systems
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