Predictive agents for control of intelligent manufacturing enterprises

Abstract

A general mathematical framework is put forward to model modern intelligent manufacturing enterprises that constitute distributed complex systems. The problem o f control o f such an object is reduced, to a considerable extent, to the task o f forecasting future states o f elements o f the system, which amounts to the standard issue ofprediction o f time series. To cope with the latter problem, it is suggested to use frames in Hilbert space.