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Monday, November 8, 2010

Mgt613 GDB No. 1 Solution-2

Question: Given the weekly demand data, what are the exponential smoothing forecasts for periods 2-05 using a=0.10?

 

Week

Demand

0.1

1

980

 

2

825

 

3

760

 

4

650

 

5

 

 

 Note: Calculation along with the formula is required for each period's forecast. Students who give answers without calculation will be given low marks/no marks.

 

 

Ans

 

Formula

Ft= Ft-1 + a (At-1 – Ft-1)

 

Ft = Forecast value for the coming time period

F t−1 = Forecast value in 1 past time period

At−1 = Actual occurrence in the 1 past time period

α = Alpha smoothing constant

 

 

Week

Demand

0.1

Calculations

 1

980

980

=980+.10(0)

= 980

2

825

980

=980+.10(980-980)

=980+.10 (0)

=980

3

760

964.50

=980+.10(825-980)

=980+.10(-155)

=980-15.5

=964.50

4

650

944.05

=964.50+.10 (760-964.50)

=964.50 +.10 (-204.5)

=964.50 – 20.45

=944.05

5

 

914.645

= 944.05+.10(650-944.05)

=944.05 +.10(-294.05)

=944.05 – 29.405

=914.645

 

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