A model free approach to controlling blood glucose

We present a problem of controlling type 1 diabetes mellitus — a situation where plant is complex and dynamic, the measurements are sparse, and the data display erratic fluctuating behaviour. These characteristics make it very difficult to derive a model of the plant. We propose a model-free method of deriving a controller for this problem and discuss the limits of control performance under the constraints.