A. Bemporad

Latest

• Data-Driven Synthesis of Configuration-Constrained Robust Invariant Sets for Linear Parameter-Varying Systems
• Parameter dependent robust control invariant sets for LPV systems with bounded parameter variation rate
• Identification of hybrid and linear parameter‐varying models via piecewise affine regression using mixed integer programming
• Kernelized Identification of Linear Parameter-Varying Models with Linear Fractional Representation
• Energy Disaggregation using Piecewise Affine Regression and Binary Quadratic Programming
• Regularized Moving-Horizon PWA Regression for LPV System Identification
• A bias-correction method for closed-loop identification of Linear Parameter-Varying systems
• LPV Model Order Selection from Noise-corrupted Output and Scheduling Signal Measurements
• Regularized moving-horizon piecewise affine regression using mixed-integer quadratic programming
• Regularized least square support vector machines for order and structure selection of LPV-ARX models