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math.OC2024
Data-driven distributionally robust MPC for systems with multiplicative noise: A semi-infinite semi-definite programming approach
Souvik Das, Siddhartha Ganguly, Ashwin Aravind +1
This article introduces a novel distributionally robust model predictive control (DRMPC) algorithm for a specific class of controlled dynamical systems where the disturbance multip…
math.OC2024
: Trajectory Optimization with Uniform Error Guarantees under Path Constraints
Siddhartha Ganguly, Rihan Aaron D'Silva, Debasish Chatterjee
This article introduces a new transcription, change point localization, and mesh refinement scheme for direct optimization-based solutions and for uniform approximation of optimal…