MACHINE HEURISTIC LEARNING METHOD, SYSTEM AND DEVICE FOR OPERATION BEHAVIOR RECORD MANAGEMENT

摘要

A machine heuristic learning method, system and device for operation behavior record management: one or more operation data dimensions are selected by means of a random algorithm; a value is randomly generated within a safety interval of the selected operation data dimension to form new operation data of the selected operation data dimension; and the device automatically executes the new operation data, enters a heuristic working state, and then performs self-learning on basic working condition data, the new operation data and evaluation data generated therefrom. The present method solves the problem of an accumulation of operation experience for automated production lines and unattended devices so that, at the same time, the operation behavior record management method, system, and device are enabled to break through the limitations of historical data, and optimize and evolve toward a more advanced self-operation and self-learning direction.