One approach to applying the moving average technique is to exponentially smooth the data. Exponentially

smoothing the data can be defined as $...$

A weighted averaging method whereby all historical data is weighted equally.

A decomposing weight applied to each of the errors.

A weighted averaging method that is based on the previous forecast plus a percentage of the forecast error

A weighted averaging method where each of the last $n$ data points are weighted with exponential increasing weight