The Year 3 forecast is calculated by applying the exponential smoothing formula to the Year 2 actual demand and the Year 2 forecast. The actual demand of 365 is weighted by α=0.4, and the previous forecast of 310 is weighted by (1−α)=0.6, yielding a new forecast of 332.
Conditions: The smoothing constant α is 0.4.; The actual demand for Year 2 (A2) is 365.; The forecast for Year 2 (F2) is 310.
The Year 3 forecast is calculated by applying the exponential smoothing formula to the Year 2 actual demand and the Year 2 forecast. The actual demand of 365 is weighted by α=0.4, and the previous forecast of 310 is weighted by (1−α)=0.6, yielding a new forecast of 332.
Conditions: The smoothing constant α is 0.4.; The actual demand for Year 2 (A2) is 365.; The forecast for Year 2 (F2) is 310.
To calculate exponential smoothing forecasts step-by-step, first initialize the first forecast equal to the first actual demand. Then, for each subsequent period, substitute the previous period's actual demand and previous forecast into the formula Ft+1=αAt+(1−α)Ft to compute the next forecast, repeating this recursive process until the target period is reached.
Conditions: The smoothing constant α is fixed across all periods.; An initial forecast F1 is established from A1.; Each new forecast depends only on the immediately preceding actual demand and forecast.
To calculate exponential smoothing forecasts step-by-step, first initialize the first forecast equal to the first actual demand. Then, for each subsequent period, substitute the previous period's actual demand and previous forecast into the formula Ft+1=αAt+(1−α)Ft to compute the next forecast, repeating this recursive process until the target period is reached.
Conditions: The smoothing constant α is fixed across all periods.; An initial forecast F1 is established from A1.; Each new forecast depends only on the immediately preceding actual demand and forecast.