Investigating Artificial Immune Systems For Job Shop Rescheduling in Changing Environments
Uwe Aickelin, Edmund Burke, Aniza Mohamed Din
The 6th International Conference in Adaptive Computing in Design and Manufacture (ACDM2004) | Unknown | Published : 2004
Artificial immune system can be used to generate schedules in changing environments and it has been proven to be more robust than schedules developed using a genetic algorithm. Good schedules can be produced especially when the number of the antigens is increased. However, an increase in the range of the antigens had somehow affected the fitness of the immune system. In this research, we are trying to improve the result of the system by rescheduling the same problem using the same method while at the same time maintaining the robustness of the schedules.