In this work, we present a hierarchical pseudo agent-based multi-objective Bayesian hyperparameter optimization framework (both software and hardware) that not only maximizes the performance of the ...

Abstract: This paper is concerned with distributed time-varying optimization problems for heterogeneous high-order linear multiagent systems (MASs). Compared to the time-invariant case, the outputs of ...

We validate the performance of DiffSG on several typical network optimization problems, including mixed-integer non-linear programming, convex optimization, and hierarchical non-convex optimization.