The design of a control chart typically involves solving for the combination of the chart’s parameters, that is, a, q and so as to obtain a pre-specified IC average run-length denoted by ARL. The computational of the run-length distribution for the GWMA-SR chart are discussed next, followed by the design of the GWMA-SR control chart.