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Advanced Technology towards Developing Decentralized Autonomous Flexible Manufacturing Systems,ons that forecast not only current production situations but also anticipate future ones. The paper also describes a method to rank competing hypotheses by oblivion and memory (ranking by oblivion and memory; ROM) for improving the reasoning efficiency of RAF.