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Filters: Author is Rahman, Aowabin  [Clear All Filters]
2023-06-09
Vasisht, Soumya, Rahman, Aowabin, Ramachandran, Thiagarajan, Bhattacharya, Arnab, Adetola, Veronica.  2022.  Multi-fidelity Bayesian Optimization for Co-design of Resilient Cyber-Physical Systems. 2022 ACM/IEEE 13th International Conference on Cyber-Physical Systems (ICCPS). :298—299.
A simulation-based optimization framework is developed to con-currently design the system and control parameters to meet de-sired performance and operational resiliency objectives. Leveraging system information from both data and models of varying fideli-ties, a rigorous probabilistic approach is employed for co-design experimentation. Significant economic benefits and resilience im-provements are demonstrated using co-design compared to existing sequential designs for cyber-physical systems.