Linear Systems Multi
1. **Problem 1**: Determine if there exist non-negative quantities $x_1, x_2, x_3$ of Products 1, 2, 3 such that the labor hours in departments A, B, C fully use the monthly capacities.
Given hours per unit: \n Department A: $3x_1 + 2x_2 + 5x_3 = 1800$\n Department B: $4x_1 + x_2 + 3x_3 = 1450$\n Department C: $2x_1 + 4x_2 + x_3 = 1900$
Solve the system:
2. **Problem 2**: Similar to problem 1 with new data:
Department A: $4x_1 + 5x_2 + 2x_3 = 1600$\n Department B: $3x_1 + 2x_2 + 3x_3 = 800$\n Department C: $x_1 + 4x_2 + 2x_3 = 1800$
3. **Problem 3**: Find $x_1, x_2, x_3$ satisfying:
\n Labor: $3x_1 + 2x_2 + 4x_3 = 1500$\n Material: $10x_1 + 8x_2 + 6x_3 = 3800$\n Units total: $x_1 + x_2 + x_3 = 500$
4. **Problem 4**: Similar to problem 3:
\n Labor: $5x_1 + 2x_2 + 4x_3 = 1300$\n Material: $15x_1 + 10x_2 + 12x_3 = 4700$\n Units total: $x_1 + x_2 + x_3 = 400$
5. **Problem 5**: Blend 60,000 gallons with components 1,2,3. Cost and constraints:
$x_1 + x_2 + x_3 = 60000$ gallons
$2x_1 + 1.5x_2 + 1.25x_3 = 90000$ cost
$x_1 = 2x_3$
6. **Problem 6**: Investment $x_1, x_2, x_3$ with total $500,000$, returns $15\%, 10\%, 18\%$, average return 15\%, with $x_3 = 0.4(x_1 + x_2 + x_3)$.
Solve systems for all problems:
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### Solution approach combined:
Solving each linear system:
**Problem 1:**
From Department C: $2x_1 +4x_2 + x_3 = 1900$
Express $x_3$: $x_3 = 1900 - 2x_1 - 4x_2$
Substitute into A and B:
$3x_1 + 2x_2 + 5(1900 - 2x_1 - 4x_2) =1800$ \Rightarrow $3x_1 + 2x_2 + 9500 - 10x_1 - 20x_2=1800$
$-7x_1 - 18x_2 = -7700$ (1)
$4x_1 + x_2 + 3(1900 - 2x_1 - 4x_2) =1450$ \Rightarrow $4x_1 + x_2 + 5700 - 6x_1 - 12x_2=1450$
$-2x_1 - 11x_2 = -4250$ (2)
Solve (1) and (2):
Multiply (2) by 3.5:
$-7x_1 - 38.5x_2 = -14875$
Subtract from (1):
$-7x_1 - 18x_2 - (-7x_1 - 38.5x_2) = -7700 + 14875$
$20.5x_2 = 7175 \\ x_2 = 350$
Plug $x_2=350$ into (2):
$-2x_1 - 11(350) = -4250 \\ -2x_1 -3850 = -4250 \\ -2x_1 = -400 \\ x_1=200$
Then $x_3 = 1900 - 2(200) - 4(350) = 1900 - 400 - 1400 = 100$
All $x_i \\geq 0$; solution valid.
**Problem 1 answer:** $x_1=200, x_2=350, x_3=100$
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**Problem 2:**
Equation system:
$4x_1 + 5x_2 + 2x_3=1600$
$3x_1 + 2x_2 + 3x_3=800$
$x_1 + 4x_2 + 2x_3=1800$
From third:
$x_1 = 1800 - 4x_2 - 2x_3$
Substitute into first two:
First:
$4(1800 -4x_2 - 2x_3) + 5x_2 + 2x_3=1600$
$7200 - 16x_2 - 8x_3 +5x_2 + 2x_3 =1600$
$7200 - 11x_2 -6x_3 =1600$
$-11x_2 -6x_3 = -5600$ (3)
Second:
$3(1800 - 4x_2 -2x_3) + 2x_2 + 3x_3=800$
$5400 -12x_2 -6x_3 + 2x_2 +3x_3=800$
$5400 - 10x_2 - 3x_3=800$
$-10x_2 - 3x_3 = -4600$ (4)
Multiply (4) by 2:
$-20x_2 -6x_3 = -9200$
Subtract (3):
$(-20x_2 -6x_3) - (-11x_2 -6x_3) = -9200 + 5600$
$-9x_2 = -3600 \\ x_2=400$
Plug into (4):
$-10(400) -3x_3 = -4600 \\ -4000 -3x_3 = -4600 \\ -3x_3 = -600 \\ x_3=200$
Find $x_1$: $x_1 = 1800 - 4(400) - 2(200) = 1800 -1600 -400 = -200$
Negative $x_1$ means no non-negative solution exists.
**Problem 2 answer:** No non-negative solution to consume all labor.
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**Problem 3:** Solve
$x_1 + x_2 + x_3=500$
$3x_1 + 2x_2 + 4x_3=1500$
$10x_1 + 8x_2 + 6x_3=3800$
Multiply first by 2:
$2x_1 + 2x_2 + 2x_3 = 1000$
Subtract from second:
$(3x_1 + 2x_2 + 4x_3) - (2x_1 + 2x_2 + 2x_3) = 1500 - 1000$
$x_1 + 0x_2 + 2x_3 = 500$
Multiply first by 8:
$8x_1 + 8x_2 + 8x_3=4000$
Subtract from third:
$(10x_1 + 8x_2 + 6x_3) - (8x_1 +8x_2 +8x_3) = 3800 - 4000$
$2x_1 + 0x_2 - 2x_3 = -200$
Solve system:
$x_1 + 2x_3=500$ (A)
$2x_1 - 2x_3 = -200$ (B)
Multiply (A) by 2:
$2x_1 + 4x_3=1000$
Subtract (B):
$(2x_1 + 4x_3) - (2x_1 - 2x_3) = 1000 - (-200)$
$6x_3 = 1200 \\ x_3 = 200$
From (A):
$x_1 + 2(200) = 500 \\ x_1 + 400 = 500 \\ x_1=100$
From sum:
$x_1 + x_2 + x_3=500 \\ 100 + x_2 + 200 = 500 \\ x_2 = 200$
**Problem 3 answer:** $x_1=100$, $x_2=200$, $x_3=200$
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**Problem 4:** Solve
$x_1 + x_2 + x_3=400$
$5x_1 + 2x_2 + 4x_3=1300$
$15x_1 + 10x_2 + 12x_3=4700$
Multiply first by 2:
$2x_1 + 2x_2 + 2x_3=800$
Subtract from second:
$(5x_1 + 2x_2 + 4x_3) - (2x_1 + 2x_2 + 2x_3) = 1300 - 800$
$3x_1 + 0x_2 + 2x_3 = 500$
Multiply first by 10:
$10x_1 + 10x_2 + 10x_3=4000$
Subtract from third:
$(15x_1 + 10x_2 + 12x_3) - (10x_1 + 10x_2 + 10x_3) = 4700 - 4000$
$5x_1 + 0x_2 + 2x_3 = 700$
Solve system:
$3x_1 + 2x_3=500$
$5x_1 + 2x_3=700$
Subtract first from second:
$2x_1=200 \\ x_1=100$
Plug into first:
$3(100) + 2x_3=500 \\ 300 + 2x_3=500 \\ 2x_3=200 \\ x_3=100$
From sum:
$100 + x_2 + 100=400 \\ x_2=200$
**Problem 4 answer:** $x_1=100$, $x_2=200$, $x_3=100$
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**Problem 5:** Variables $x_1, x_2, x_3$ gallons of components:
$x_1 + x_2 + x_3=60000$
$2x_1 + 1.5x_2 + 1.25x_3 = 90000$
$x_1=2x_3$
Replace $x_1$:
$2x_3 + x_2 + x_3=60000 \\ x_2 + 3x_3=60000$
Cost:
$2(2x_3) + 1.5x_2 + 1.25x_3=90000 \\ 4x_3 + 1.5x_2 + 1.25x_3=90000 \\ 5.25x_3 + 1.5x_2=90000$
From first: $x_2=60000 - 3x_3$
Substitute:
$5.25x_3 + 1.5(60000 - 3x_3) = 90000 \\ 5.25x_3 + 90000 - 4.5x_3=90000 \\ 0.75x_3=0 \\ x_3=0$
Then $x_1=2x_3=0$, $x_2=60000$
**Problem 5 answer:** $x_1=0, x_2=60000, x_3=0$
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**Problem 6:** Investments $x_1, x_2, x_3$ with total $500,000$:
$x_1 + x_2 + x_3=500000$
$0.15x_1 + 0.10x_2 + 0.18x_3 = 0.15(500000) = 75000$
$x_3 = 0.4 imes 500000 = 200000$
Substitute $x_3$:
$x_1 + x_2 = 300000$
Interest:
$0.15x_1 + 0.10x_2 + 0.18(200000) = 75000 \\ 0.15x_1 + 0.10x_2 = 75000 - 36000 = 39000$
From $x_1 = 300000 - x_2$:
$0.15(300000 - x_2) + 0.10x_2=39000 \\ 45000 - 0.15x_2 + 0.10x_2=39000 \\ -0.05x_2 = -6000 \\ x_2=120000$
Then $x_1=180000$
**Problem 6 answer:** $x_1=180000, x_2=120000, x_3=200000$
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**Summary:**
- Problem 1: $x_1=200, x_2=350, x_3=100$
- Problem 2: No non-negative solution
- Problem 3: $x_1=100, x_2=200, x_3=200$
- Problem 4: $x_1=100, x_2=200, x_3=100$
- Problem 5: $x_1=0, x_2=60000, x_3=0$
- Problem 6: $x_1=180000, x_2=120000, x_3=200000$