Question

Difficulty: Very hardSystems of Linear Equations

A manufacturing plant uses three assembly lines, L1L_1, L2L_2, and L3L_3, to produce three custom components, XX, YY, and ZZ.

- Producing one unit of component XX requires 2 hours on L1L_1, 1 hour on L2L_2, and 3 hours on L3L_3.
- Producing one unit of component YY requires 3 hours on L1L_1, 4 hours on L2L_2, and 2 hours on L3L_3.
- Producing one unit of component ZZ requires 1 hour on L1L_1, 2 hours on L2L_2, and 4 hours on L3L_3.

During a given week, assembly lines L1L_1, L2L_2, and L3L_3 were operated for a total of 140 hours, 165 hours, and 235 hours, respectively, with zero idle time. Assuming full capacity utilization, how many units of component ZZ were produced during that week?

Answer: 30 units

Answer

30 units of component Z were produced.
Translating the assembly line operational hours into a 3x3 system of linear equations yields 2X+3Y+Z=1402X + 3Y + Z = 140, X+4Y+2Z=165X + 4Y + 2Z = 165, and 3X+2Y+4Z=2353X + 2Y + 4Z = 235. Eliminating XX results in two equations in YY and ZZ: 5Y+3Z=1905Y + 3Z = 190 and 5Y+Z=1305Y + Z = 130. Subtracting these equations gives 2Z=602Z = 60, so Z=30Z = 30.

Step-by-Step Solution

1
Formulate a system of 3 linear equations representing total hours logged on each assembly line.
Line 1: 2X+3Y+Z=1402X + 3Y + Z = 140; Line 2: X+4Y+2Z=165X + 4Y + 2Z = 165; Line 3: 3X+2Y+4Z=2353X + 2Y + 4Z = 235.
Each component requires specific line processing time, and total time per line equals total available capacity.
2
Eliminate variable XX by substituting X=1654Y2ZX = 165 - 4Y - 2Z into the other two equations.
Equation A: 5Y+3Z=1905Y + 3Z = 190 and Equation B: 5Y+Z=1305Y + Z = 130.
Reducing a 3-variable system to a 2-variable system simplifies linear elimination.
3
Subtract Equation B from Equation A.
2Z = 60, so Z = 30.
Since the coefficients of YY in both reduced equations are identical (5Y5Y), subtraction directly isolates ZZ.

Key Concept

Solving Systems of Three Linear Equations via Variable Substitution and Elimination
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