Linear Programming 812Cfb
1. **State the problem:**
Maximize the objective function $$Z = 40X_1 + 32X_2$$
subject to the constraints:
$$40X_1 + 20X_2 \leq 600$$
$$4X_1 + 10X_2 \leq 100$$
$$2X_1 + 3X_2 \leq 38$$
$$X_1, X_2 \geq 0$$
2. **Explain the method:**
We will use the graphical method to find the feasible region defined by the inequalities and then evaluate the objective function at each vertex (corner point) of this region.
3. **Find intercepts for each constraint:**
- For $$40X_1 + 20X_2 \leq 600$$:
- If $$X_1=0$$, then $$20X_2=600 \Rightarrow X_2=30$$
- If $$X_2=0$$, then $$40X_1=600 \Rightarrow X_1=15$$
- For $$4X_1 + 10X_2 \leq 100$$:
- If $$X_1=0$$, then $$10X_2=100 \Rightarrow X_2=10$$
- If $$X_2=0$$, then $$4X_1=100 \Rightarrow X_1=25$$
- For $$2X_1 + 3X_2 \leq 38$$:
- If $$X_1=0$$, then $$3X_2=38 \Rightarrow X_2=\frac{38}{3} \approx 12.67$$
- If $$X_2=0$$, then $$2X_1=38 \Rightarrow X_1=19$$
4. **Find intersection points of the constraints to identify vertices:**
- Intersection of constraints 1 and 2:
Solve system:
$$40X_1 + 20X_2 = 600$$
$$4X_1 + 10X_2 = 100$$
Multiply second equation by 10:
$$40X_1 + 100X_2 = 1000$$
Subtract first equation:
$$40X_1 + 100X_2 - (40X_1 + 20X_2) = 1000 - 600$$
$$80X_2 = 400 \Rightarrow X_2 = 5$$
Substitute back:
$$4X_1 + 10(5) = 100 \Rightarrow 4X_1 + 50 = 100 \Rightarrow 4X_1 = 50 \Rightarrow X_1 = 12.5$$
- Intersection of constraints 2 and 3:
Solve system:
$$4X_1 + 10X_2 = 100$$
$$2X_1 + 3X_2 = 38$$
Multiply second equation by 2:
$$4X_1 + 6X_2 = 76$$
Subtract from first:
$$(4X_1 + 10X_2) - (4X_1 + 6X_2) = 100 - 76$$
$$4X_2 = 24 \Rightarrow X_2 = 6$$
Substitute back:
$$4X_1 + 10(6) = 100 \Rightarrow 4X_1 + 60 = 100 \Rightarrow 4X_1 = 40 \Rightarrow X_1 = 10$$
- Intersection of constraints 1 and 3:
Solve system:
$$40X_1 + 20X_2 = 600$$
$$2X_1 + 3X_2 = 38$$
Multiply second equation by 10:
$$20X_1 + 30X_2 = 380$$
Multiply first equation by 1:
$$40X_1 + 20X_2 = 600$$
Multiply second equation by 2:
$$40X_1 + 60X_2 = 760$$
Subtract first equation:
$$(40X_1 + 60X_2) - (40X_1 + 20X_2) = 760 - 600$$
$$40X_2 = 160 \Rightarrow X_2 = 4$$
Substitute back:
$$2X_1 + 3(4) = 38 \Rightarrow 2X_1 + 12 = 38 \Rightarrow 2X_1 = 26 \Rightarrow X_1 = 13$$
5. **List all vertices including intercepts and origin:**
- $$A = (0,0)$$
- $$B = (0,10)$$ from constraint 2 intercept
- $$C = (0,12.67)$$ from constraint 3 intercept
- $$D = (15,0)$$ from constraint 1 intercept
- $$E = (19,0)$$ from constraint 3 intercept
- $$F = (12.5,5)$$ intersection of constraints 1 and 2
- $$G = (10,6)$$ intersection of constraints 2 and 3
- $$H = (13,4)$$ intersection of constraints 1 and 3
6. **Check which vertices satisfy all constraints (feasible region):**
- Check each vertex against all constraints.
- $$A(0,0)$$: satisfies all.
- $$B(0,10)$$:
- Constraint 1: $$40(0)+20(10)=200 \leq 600$$ OK
- Constraint 3: $$2(0)+3(10)=30 \leq 38$$ OK
- $$C(0,12.67)$$:
- Constraint 1: $$20*12.67=253.4 \leq 600$$ OK
- Constraint 2: $$4*0+10*12.67=126.7 \leq 100$$ NO (violates)
- $$D(15,0)$$:
- Constraint 2: $$4*15+10*0=60 \leq 100$$ OK
- Constraint 3: $$2*15+3*0=30 \leq 38$$ OK
- $$E(19,0)$$:
- Constraint 1: $$40*19=760 \leq 600$$ NO (violates)
- $$F(12.5,5)$$:
- Check all constraints:
- Constraint 3: $$2*12.5 + 3*5 = 25 + 15 = 40 \leq 38$$ NO (violates)
- $$G(10,6)$$:
- Constraint 1: $$40*10 + 20*6 = 400 + 120 = 520 \leq 600$$ OK
- Constraint 3: $$2*10 + 3*6 = 20 + 18 = 38 \leq 38$$ OK
- $$H(13,4)$$:
- Constraint 2: $$4*13 + 10*4 = 52 + 40 = 92 \leq 100$$ OK
- Constraint 3: $$2*13 + 3*4 = 26 + 12 = 38 \leq 38$$ OK
7. **Feasible vertices are:**
$$A(0,0), B(0,10), D(15,0), G(10,6), H(13,4)$$
8. **Evaluate objective function $$Z=40X_1 + 32X_2$$ at each feasible vertex:**
- $$A: Z=40*0 + 32*0 = 0$$
- $$B: Z=40*0 + 32*10 = 320$$
- $$D: Z=40*15 + 32*0 = 600$$
- $$G: Z=40*10 + 32*6 = 400 + 192 = 592$$
- $$H: Z=40*13 + 32*4 = 520 + 128 = 648$$
9. **Conclusion:**
The maximum value of $$Z$$ is $$648$$ at $$X_1=13, X_2=4$$.
**Final answer:** $$\boxed{Z_{max} = 648 \text{ at } (X_1, X_2) = (13,4)}$$