English

Bridging Abstraction-Based Hierarchical Control and Moment Matching: A Conceptual Unification

Systems and Control 2025-12-09 v1 Systems and Control Optimization and Control

Abstract

In this paper, we establish a relation between approximate-simulation-based hierarchical control (ASHC) and moment matching techniques, and build a conceptual bridge between these two frameworks. To this end, we study the two key requirements of the ASHC technique, namely the bounded output discrepancy and the MM-relation, through the lens of moment matching. We show that, in the linear time-invariant case, both requirements can be interpreted in the moment matching perspective through certain system interconnection structures. Building this conceptual bridge provides a foundation for cross-pollination of ideas between these two frameworks.

Cite

@article{arxiv.2512.06875,
  title  = {Bridging Abstraction-Based Hierarchical Control and Moment Matching: A Conceptual Unification},
  author = {Zirui Niu and Mohammad Fahim Shakib and Giordano Scarciotti},
  journal= {arXiv preprint arXiv:2512.06875},
  year   = {2025}
}

Comments

8 pages, accepted by 64th IEEE Conference on Decision and Control (CDC 2025)

R2 v1 2026-07-01T08:13:44.534Z