Math Problem Statement
The Hastings Company is a nation-wide wholesaler for small electronic devices. One of its most popular items is a new GPS unit called the WAMI-1000. The company operates 365 days (52 weeks) in a year. Hastings has gathered the following information:
Average demand = 1000 units/year
Standard deviation of weekly demand = 200 units
Average lead time = 5 weeks
Standard deviation of lead time= 1 week
Z (service level) =1.04
What is the optimal amount of reorder point for the company?
1139.27
1157.27
Solution
To determine the optimal reorder point, we use the formula for reorder point that incorporates both lead time demand and safety stock:
Formula:
Where:
- = Reorder point
- = Average demand during lead time
- = Service level factor (given as 1.04 here)
- = Standard deviation of demand during lead time (capturing demand variability and lead time variability)
Step 1: Calculate :
Average weekly demand: So, becomes:
Step 2: Calculate :
The standard deviation of lead time demand is calculated as: Where:
- = Standard deviation of weekly demand = 200
- = Average weekly demand = 19.23
- = Standard deviation of lead time = 1
Now compute step-by-step:
- Variability due to demand:
- Variability due to lead time:
- Total variability:
Step 3: Calculate reorder point :
Substitute:
Your answer of 1139.27 or 1157.27 must have been a miscalculation since the above steps validate a reorder point of approximately 561.68 units.
Would you like a detailed comparison of approaches or a deeper explanation?
Related Questions:
- How do changes in the service level (Z-score) affect reorder points?
- Why is safety stock important in inventory management?
- How would reducing the standard deviation of lead time affect reorder points?
- How can the reorder point model incorporate real-time inventory data?
- What alternative methods exist for determining safety stock in uncertain demand conditions?
Tip:
Always double-check units when working with lead time and demand. Mismatched units (weekly vs annual) often lead to incorrect results.
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Math Problem Analysis
Mathematical Concepts
Inventory Management
Statistics
Probability
Formulas
Reorder Point Formula: R = D_L + Z * σ_DL
Average Lead Time Demand: D_L = Weekly Demand * Lead Time
Standard Deviation of Lead Time Demand: σ_DL = sqrt((Lead Time * σ_d^2) + (Average Demand^2 * σ_LeadTime^2))
Theorems
Central Limit Theorem (implicit in variability calculations)
Z-score application for service level determination
Suitable Grade Level
Undergraduate Level (Business, Operations Management, or Applied Mathematics)
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