Abstract: Conventional proportional-integral-derivative (PID) controllers face fundamental limitations in handling unknown nonlinearities and coupling effects, often requiring manual tuning or complex ...

Abstract: In this paper, we investigate the distributed optimization problem for heterogeneous linear multi-agent systems with unknown disturbances. To solve this problem, we propose a distributed ...