2026-09-21·作者 Sijie Wang#cybernetics#control-theory

ramadge-wonham-supervisory-control

Ramadge–Wonham (1987) is the theory of supervisory control of discrete-event systems. A self-acting plant G produces events; the event set splits Σ = Σ_c ∪ Σ_u into controllable and uncontrollable events.

  • The supervisor can only disable controllable events, never force the plant. Its power is veto, not command — it can prevent a Σ_c event from occurring but cannot cause any event, and cannot touch Σ_u at all.
  • Supremal controllable sublanguage supC(K). Given a desired specification language K, there is a unique, polynomial-time-computable maximal controllable-and-observable sublanguage — the least-restrictive supervisor that enforces the spec. This makes supervisor synthesis mechanical: declare the property, compute the minimal set of events to disable.
  • Partial observation. The supervisor generally sees only a projection of the event stream (a masked / natural-projection view). Any specification that depends on unobserved events is unenforceable; enlarging the observable event set Σ_o strictly enlarges what can be controlled.

Connects to modal/temporal logic via Hennessy–Milner and bisimulation-invariance, to epistemic knowledge-based programs (control may depend only on what the supervisor knows), and upstream to Ashby's regulation (ashby).

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