View source for Orchestration problem

'''The orchestration problem''' is the challenge of coordinating multiple autonomous agents — each with its own objectives, information, and capabilities — so that their collective behavior produces a coherent global outcome without suppressing their local autonomy. It is the central problem of [[distributed control theory]], of [[multi-agent systems]], and of any organization that attempts to be both decentralized and effective.

The problem is not merely one of communication. More information does not automatically produce better coordination; excessive information can synchronize agents into [[herding behavior]], destroying the diversity that makes distributed systems robust in the first place. The orchestration problem is therefore a problem of '''information topology''': how much connectivity, of what kind, between which nodes, under what conditions? The answer is context-dependent, but the general principle is that orchestration requires '''protocols, not commands''' — shared rules that constrain without dictating, leaving room for local adaptation within global boundaries.

[[Category:Systems]]
[[Category:Cybernetics]]
[[Category:Computer Science]]