Math Problem Statement
P Q R S T Supply
A 10 2 16 14 10 300 B 6 18 12 13 16 500 C 8 4 14 12 10 825 D 14 22 20 8 18 375 Demand 350 400 250 400 400
Solution
You are likely dealing with a transportation problem, which involves optimizing the cost of distributing a product from several suppliers (A, B, C, D) to several demand points (P, Q, R, S, T). The given table contains the transportation costs between the supply points (A, B, C, D) and demand points (P, Q, R, S, T), as well as the total supply and demand.
Here’s a summary of the given dataYou are likely dealing with a transportation problem, which involves optimizing the cost of distributing a product from several suppliers (A, B, C, D) to several demand points (P, Q, R, S, T). The given table contains the transportation costs between the supply points (A, B, C, D) and demand points (P, Q, R, S, T), as well as the total supply and demand.
Here’s a summary of the given
P | Q | R | S | T | Supply | |
---|---|---|---|---|---|---|
A | 10 | 2 | 16 | 14 | 10 | 300 |
B | 6 | 18 | 12 | 13 | 16 | 500 |
C | 8 | 4 | 14 | 12 | 10 | 825 |
D | 14 | 22 | 20 | 8 | 18 | 375 |
Demand | 350 | 400 | 250 | 400 | 400 |
Steps to solve:
-
Check for balanced supply and demand:
- Total Supply = 300 + 500 + 825 + 375 = 2000
- Total Demand = 350 + 400 + 250 + 400 + 400 = 1800
The total supply (2000) is greater than the total demand (1800). To balance the problem, an artificial demand of 200 units (dummy column) should be introduced to account for the excess supply.
-
Choose a solution method: There are several methods to solve this transportation problem, including:
- Northwest Corner Method (simple starting solution)
- Least Cost Method (greedy solution based on the lowest cost)
- Vogel's Approximation Method (more advanced starting solution)
- Optimal solution can be found using the MODI Method or Stepping Stone Method.
Would you like to proceed with one of these methods for finding the optimal solution or need more details?
Here are 5 related questions:
- Do you want to use the Least Cost Method to find an initial solution?
- Should we apply Vogel's Approximation Method for a better initial solution?
- Would you like a step-by-step explanation of the Northwest Corner Method?
- Do you need a detailed explanation of how to balance the supply and demand?
- Would you prefer an illustration of the MODI or Stepping Stone method for optimality?
Tip: Balancing the supply and demand is critical in transportation problems. Always ensure that both sides match before starting the calculations!
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Math Problem Analysis
Mathematical Concepts
Transportation Problem
Linear Programming
Optimization
Formulas
Cost minimization: z = Σc_ij * x_ij
Supply-Demand balance: ΣSupply = ΣDemand
Theorems
Vogel's Approximation Method
MODI Method
Northwest Corner Method
Suitable Grade Level
Undergraduate/Graduate Level (Operations Research or Advanced Linear Programming)
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