Soru

Zorluk: KolayOptimization and Bounded Constraints

A factory manufactures two products, Product X and Product Y. Daily production is subject to the following constraints:
- Each unit of Product X requires 11 hour of machine time.
- Each unit of Product Y requires 22 hours of machine time.
- Total machine time available per day is at most 1010 hours.
- The factory must produce at least 22 units of Product X and at least 22 units of Product Y per day.
- Each unit of Product X yields a profit of $15\$15, and each unit of Product Y yields a profit of $20\$20.

Match each optimization metric on the left with its corresponding correct numerical value on the right.

  • Maximum possible production of Product Y (in units)4
  • Number of units of Product X required to maximize total daily profit6
  • Maximum total daily profit achievable (in dollars)130

Cevap

Maximum possible production of Product Y matches 4; Units of Product X for maximum profit matches 6; Maximum total daily profit matches 130.
For the maximum production of Product Y, using the minimum required x=2x = 2 allows 2y=102=82y = 10 - 2 = 8, giving y=4y = 4. For maximum profit, each machine hour used on Product X yields $15\$15 per hour while each hour used on Product Y yields $20/2=$10\$20 / 2 = \$10 per hour. Thus, maximizing hours allocated to Product X subject to y2y \ge 2 gives y=2y = 2 and x=6x = 6, yielding a maximum profit of 15(6)+20(2)=13015(6) + 20(2) = 130 dollars.

Adım Adım Çözüm

1
Formulate the system of constraints and profit objective function from the narrative context.
Let xx be units of Product X and yy be units of Product Y. Constraints are x2x \ge 2, y2y \ge 2, and x+2y10x + 2y \le 10. Objective is to maximize P=15x+20yP = 15x + 20y.
Establishing explicit algebraic inequalities defines the feasible decision region.
2
Calculate the upper bound for yy.
Setting x=2x = 2 (its minimum value), 2+2y10    2y8    y42 + 2y \le 10 \implies 2y \le 8 \implies y \le 4. Maximum y=4y = 4.
Minimizing xx leaves maximum machine time capacity available for Product Y.
3
Evaluate candidate feasible integer solutions (x,y)(x, y) to determine maximum daily profit.
Valid integer pairs on the boundary include (2,4)(2, 4) with P=110P = 110; (4,3)(4, 3) with P=120P = 120; and (6,2)(6, 2) with P=130P = 130.
Trading 1 unit of Product Y (losing $20\$20) for 2 units of Product X (gaining 2×$15=$302 \times \$15 = \$30) increases net profit by $10\$10 per unit trade.
4
Match each requested metric to its evaluated value.
Maximum Product Y = 4; Product X for max profit = 6; Maximum profit = 130.
Matches each question prompt to its calculated mathematical result.

Anahtar Kavram

Linear optimization under inequality bounds and integer constraints.
Bu soruyu puanla