Genetic algorithm based temperature control of the dense granular spallation target in China initiative accelerator driven system

•Genetic algorithm has been used for the temperature control of DGT system in CiADS.•The control approaches of beam intensity and granular speed have been introduced.•Logical structure of PID temperature controller for DGT system has been established.•Evolution of parameters in genetic algorithm based controller has been discussed.