In: Advanced Math
A supplier to a music store buys compact discs at $1 per unit and sells them to the music store at $5 per unit. The music store sells each disc to the end consumer at $10. At the retail price, the market demand distribution is give as follows
Demand |
Prob. |
1 |
0.15 |
2 |
0.20 |
3 |
0.35 |
4 |
0.30 |
1.
For supplier -
Cost - $1
Sell Price - $5
For music store -
Cost - $5
Sell Price - $10
For the music store, the profit is given by $5 per unit of CD Sold.
The following table demonstrates the profit obtained
CDs Ordered | CDs Sold | Profit | Probability |
1 | 1 | 5 | 1 |
2 | 1 | 0 | 0.15 |
2 | 2 | 10 | 0.2 + 0.35 + 0.3 = 0.85 |
3 | 1 | -5 | 0.15 |
3 | 2 | 5 | 0.2 |
3 | 3 | 15 | 0.35 + 0.3 = 0.65 |
4 | 1 | -15 | 0.15 |
4 | 2 | 0 | 0.2 |
4 | 3 | 10 | 0.35 |
4 | 4 | 20 | 0.3 |
To find the profit based on the number of CDs ordered, we calculate the expectation value of the profit, conditioned on the number of CDs ordered. Therefore, the required values are -
CDs Ordered | Expected Profit |
1 | |
2 | |
3 | |
4 |
Therefore, to maximize profit, the store must order 3 CDs.
In this case, the Music store has expected profit of $10, while the supplier has profit of $12. Therefore, the supply chain profit is $22.
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2. The supplier agrees to buyback discs at $2.5 per disc. In this case, we can draw the profit table for 4CDs ordered as follows.
CDs Ordered | CDs Sold | Profit (Music Store) | Profit Supplier | Supply Chain profit | Probability |
4 | 1 | 0.15 | |||
4 | 2 | 0.2 | |||
4 | 3 | 0.35 | |||
4 | 4 | 0.3 |
Thus, the expected profit is
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3. The supplier now agrees to CDs to the store at $1 and to sharing 35% revenue from each disc sold. Therefore now, the profit per disc sold is $9.
Now, if the music store orders 2 CDs, we can draw the following table for calculating profit
CDs Ordered | CDs Sold | Profit | Profit (Store) | Profit (Supplier) | Probability |
2 | 1 | 0.15 | |||
2 | 2 | 0.85 |
Therefore, we have
Expected profit at music store -
Expected profit at supplier -