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This talk introduces the accurate identification and control under set-valued data,which is a type of inaccurate data emerged with the development of industrialization,informatization and biological techniques.The main difficulty is that the classic methods don't work since the information of set-valued observation is only whether the measurement is in some sets.This talk contains a series of work on the identification and adaptive control of set-valued systems.