Math Problem Statement

A corporation wants to lease a fleet of 12 airplanes with a combined carrying capacity of exactly 220 passengers. The three available types of planes carry 10, 15 and 20 passengers respectively. (A) Find all possible combinations of planes that will meet these requirements. [15%] (B) The cost of leasing a 10-passenger plane is e8,000 per month, a 15-passenger plane costs e14,000 and a 20-passenger plane costs e16,000 per month. Which of the solutions you found for part (A) will minimize the monthly leasing cost?

Solution

To solve this problem, we need to approach it methodically by first addressing part (A) and then analyzing the results for part (B). Let us begin:

(A) Finding all combinations of planes:

We denote:

  • xx: number of 10-passenger planes,
  • yy: number of 15-passenger planes,
  • zz: number of 20-passenger planes.

The constraints are:

  1. x+y+z=12x + y + z = 12 (the total number of planes is 12),
  2. 10x+15y+20z=22010x + 15y + 20z = 220 (the total passenger capacity is 220).

Step 1: Simplify the equations

From the first equation: z=12xyz = 12 - x - y Substitute zz into the second equation: 10x+15y+20(12xy)=22010x + 15y + 20(12 - x - y) = 220 Simplify: 10x+15y+24020x20y=22010x + 15y + 240 - 20x - 20y = 220 10x5y+240=220-10x - 5y + 240 = 220 -10x - 5y = -20 \quad \text{or} \quad 2x + y = 4 \tag{1}

Step 2: Solve for xx, yy, and zz

Equation (1) gives: y = 4 - 2x \quad \text{(substitute values of xtofindintegersforto find integers foryandandz)}.

Step 3: Find all valid combinations

  1. y0y \geq 0: This implies 42x04 - 2x \geq 0, or x2x \leq 2.
  2. z0z \geq 0: This implies 12xy012 - x - y \geq 0.

Now, calculate valid values:

  • For x=0x = 0: y=42(0)=4,z=1204=8y = 4 - 2(0) = 4, \quad z = 12 - 0 - 4 = 8 Solution: (x,y,z)=(0,4,8)(x, y, z) = (0, 4, 8).

  • For x=1x = 1: y=42(1)=2,z=1212=9y = 4 - 2(1) = 2, \quad z = 12 - 1 - 2 = 9 Solution: (x,y,z)=(1,2,9)(x, y, z) = (1, 2, 9).

  • For x=2x = 2: y=42(2)=0,z=1220=10y = 4 - 2(2) = 0, \quad z = 12 - 2 - 0 = 10 Solution: (x,y,z)=(2,0,10)(x, y, z) = (2, 0, 10).

Thus, all combinations are: (0,4,8),  (1,2,9),  (2,0,10).(0, 4, 8), \; (1, 2, 9), \; (2, 0, 10).


(B) Minimizing the leasing cost:

The cost of leasing is: Cost=8000x+14000y+16000z\text{Cost} = 8000x + 14000y + 16000z Substitute the combinations from part (A):

  1. For (x,y,z)=(0,4,8)(x, y, z) = (0, 4, 8): Cost=8000(0)+14000(4)+16000(8)=0+56000+128000=184000\text{Cost} = 8000(0) + 14000(4) + 16000(8) = 0 + 56000 + 128000 = 184000

  2. For (x,y,z)=(1,2,9)(x, y, z) = (1, 2, 9): Cost=8000(1)+14000(2)+16000(9)=8000+28000+144000=180000\text{Cost} = 8000(1) + 14000(2) + 16000(9) = 8000 + 28000 + 144000 = 180000

  3. For (x,y,z)=(2,0,10)(x, y, z) = (2, 0, 10): Cost=8000(2)+14000(0)+16000(10)=16000+0+160000=176000\text{Cost} = 8000(2) + 14000(0) + 16000(10) = 16000 + 0 + 160000 = 176000


Conclusion:

  • All combinations: (x,y,z)=(0,4,8),  (1,2,9),  (2,0,10)(x, y, z) = (0, 4, 8), \; (1, 2, 9), \; (2, 0, 10).
  • Minimized cost: The least monthly leasing cost is €176,000, achieved with the combination (x,y,z)=(2,0,10)(x, y, z) = (2, 0, 10).

Would you like further clarification or details?


Related Questions:

  1. What other constraints could be applied to this type of optimization problem?
  2. How would the solution change if the total number of planes was different?
  3. What is the significance of linear programming in solving similar problems?
  4. Could a graphical method be used to solve this system? How?
  5. How would this problem differ if we had more plane types?

Tip:

When solving linear equations with constraints, always check for boundary values to identify all valid solutions.

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Math Problem Analysis

Mathematical Concepts

Linear Equations
Optimization
Systems of Equations

Formulas

x + y + z = 12
10x + 15y + 20z = 220
Cost = 8000x + 14000y + 16000z

Theorems

Linear Programming

Suitable Grade Level

Grades 10-12