Assignment Problem
1. **Problem Statement:**
We need to assign 3 jobs (A, B, C) to 4 machines (W, X, Y, Z) minimizing the total cost, given the cost matrix:
$$\begin{array}{c|cccc}
& W & X & Y & Z \\
\hline
A & 18 & 24 & 28 & 32 \\
B & 8 & 13 & 17 & 19 \\
C & 10 & 15 & 19 & 22
\end{array}$$
2. **Method:**
This is an assignment problem, typically solved by the Hungarian algorithm which finds the minimum cost matching between jobs and machines.
3. **Step 1: Reduce rows by subtracting the minimum value in each row:**
- Row A minimum: 18, subtract 18 from each element in row A: $[0, 6, 10, 14]$
- Row B minimum: 8, subtract 8 from each element in row B: $[0, 5, 9, 11]$
- Row C minimum: 10, subtract 10 from each element in row C: $[0, 5, 9, 12]$
Reduced matrix:
$$\begin{array}{c|cccc}
& W & X & Y & Z \\
\hline
A & 0 & 6 & 10 & 14 \\
B & 0 & 5 & 9 & 11 \\
C & 0 & 5 & 9 & 12
\end{array}$$
4. **Step 2: Reduce columns by subtracting the minimum value in each column:**
- Column W minimum: 0, no change
- Column X minimum: 5, subtract 5 from each element in column X: $[1, 0, 0]$
- Column Y minimum: 9, subtract 9 from each element in column Y: $[1, 0, 0]$
- Column Z minimum: 11, subtract 11 from each element in column Z: $[3, 0, 1]$
Reduced matrix:
$$\begin{array}{c|cccc}
& W & X & Y & Z \\
\hline
A & 0 & 1 & 1 & 3 \\
B & 0 & 0 & 0 & 0 \\
C & 0 & 0 & 0 & 1
\end{array}$$
5. **Step 3: Find zero assignments without conflicts:**
- Assign Job A to Machine W (cost 0)
- Assign Job B to Machine X (cost 0)
- Assign Job C to Machine Y (cost 0)
6. **Step 4: Calculate total minimum cost:**
- Job A to W: 18
- Job B to X: 13
- Job C to Y: 19
Total cost = $18 + 13 + 19 = 50$
**Final answer:** Assign Job A to Machine W, Job B to Machine X, and Job C to Machine Y for a minimum total cost of 50.