1. **State the problem:**
Minimize the objective function $$z = 5x_1 + 4x_2$$
subject to the constraints:
$$4x_1 + 2.5x_2 \geq 60$$
$$2x_1 + 5x_2 \geq 60$$
$$5x_1 + 4x_2 \geq 82$$
with $$x_1, x_2 \geq 0$$.
2. **Rewrite constraints for clarity:**
We want to find $$x_1, x_2$$ that satisfy all inequalities and minimize $$z$$.
3. **Convert inequalities to equalities to find boundary points:**
Solve each pair of constraints as equalities to find intersection points.
4. **Find intersection of constraints 1 and 2:**
$$4x_1 + 2.5x_2 = 60$$
$$2x_1 + 5x_2 = 60$$
Multiply second equation by 2:
$$4x_1 + 10x_2 = 120$$
Subtract first equation:
$$(4x_1 + 10x_2) - (4x_1 + 2.5x_2) = 120 - 60$$
$$7.5x_2 = 60$$
$$x_2 = \frac{60}{7.5} = 8$$
Substitute back:
$$4x_1 + 2.5(8) = 60 \Rightarrow 4x_1 + 20 = 60 \Rightarrow 4x_1 = 40 \Rightarrow x_1 = 10$$
5. **Find intersection of constraints 1 and 3:**
$$4x_1 + 2.5x_2 = 60$$
$$5x_1 + 4x_2 = 82$$
Multiply first by 4:
$$16x_1 + 10x_2 = 240$$
Multiply second by 2.5:
$$12.5x_1 + 10x_2 = 205$$
Subtract second from first:
$$(16x_1 + 10x_2) - (12.5x_1 + 10x_2) = 240 - 205$$
$$3.5x_1 = 35$$
$$x_1 = 10$$
Substitute back:
$$4(10) + 2.5x_2 = 60 \Rightarrow 40 + 2.5x_2 = 60 \Rightarrow 2.5x_2 = 20 \Rightarrow x_2 = 8$$
6. **Find intersection of constraints 2 and 3:**
$$2x_1 + 5x_2 = 60$$
$$5x_1 + 4x_2 = 82$$
Multiply first by 4:
$$8x_1 + 20x_2 = 240$$
Multiply second by 5:
$$25x_1 + 20x_2 = 410$$
Subtract first from second:
$$(25x_1 + 20x_2) - (8x_1 + 20x_2) = 410 - 240$$
$$17x_1 = 170$$
$$x_1 = 10$$
Substitute back:
$$2(10) + 5x_2 = 60 \Rightarrow 20 + 5x_2 = 60 \Rightarrow 5x_2 = 40 \Rightarrow x_2 = 8$$
7. **Check feasibility and objective value at intersection points:**
All intersections give $$x_1 = 10, x_2 = 8$$.
Calculate $$z$$:
$$z = 5(10) + 4(8) = 50 + 32 = 82$$
8. **Check corner points on axes:**
- For $$x_1=0$$, check constraints:
$$4(0) + 2.5x_2 \geq 60 \Rightarrow x_2 \geq 24$$
$$2(0) + 5x_2 \geq 60 \Rightarrow x_2 \geq 12$$
$$5(0) + 4x_2 \geq 82 \Rightarrow x_2 \geq 20.5$$
So $$x_2 \geq 24$$ to satisfy all.
Calculate $$z = 5(0) + 4(24) = 96$$
- For $$x_2=0$$, check constraints:
$$4x_1 + 0 \geq 60 \Rightarrow x_1 \geq 15$$
$$2x_1 + 0 \geq 60 \Rightarrow x_1 \geq 30$$
$$5x_1 + 0 \geq 82 \Rightarrow x_1 \geq 16.4$$
So $$x_1 \geq 30$$ to satisfy all.
Calculate $$z = 5(30) + 4(0) = 150$$
9. **Conclusion:**
The minimum value of $$z$$ is $$82$$ at $$x_1 = 10, x_2 = 8$$.
**Final answer:** $$\boxed{z_{min} = 82 \text{ at } (x_1, x_2) = (10, 8)}$$
Linear Programming Ab15B0
Step-by-step solutions with LaTeX - clean, fast, and student-friendly.