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How is the Year 3 forecast calculated from the Year 2 values?

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\alpha=0.4, and the previous forecast of 310 is weighted by (1−α)=0.6(1-\alpha)=0.6, yielding a new forecast of 332.

Conditions

  • The smoothing constant α\alpha is 0.4.
  • The actual demand for Year 2 (A2A_2) is 365.
  • The forecast for Year 2 (F2F_2) is 310.

Reasoning, step by step

  1. Identify the Year 2 actual demand, A2=365A_2 = 365.
  2. Identify the Year 2 forecast, F2=310F_2 = 310.
  3. Substitute these values into the formula: F3=0.4(365)+0.6(310)F_3 = 0.4(365) + 0.6(310).
  4. Compute the products: 146+186=332146 + 186 = 332.
  5. Record 332 as the forecast for Year 3.

Example

The instructor states the next calculation uses previous demand 365 and previous forecast 310. The handwritten expression reads 0.4(365)+0.6(310)0.4(365)+0.6(310), and the calculator shows the result is 332, which is written in the Forecast Demand column for Year 3.

Common misconceptions

  • Using the Year 1 actual demand instead of the Year 2 actual demand for the Year 3 calculation.
  • Forgetting to use the newly calculated Year 2 forecast as the input for the Year 3 calculation.

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