Lp Profit Maximization
1. **State the problem:**
We want to maximize the total profit from producing two components, C1 and C2, given constraints on costs, production capacity, and available resources.
2. **Define variables:**
Let $x$ = number of units of C1 produced
Let $y$ = number of units of C2 produced
3. **Calculate profit per unit:**
- Cost per unit of C1 = wages + material = $5 + 5 = 10$
- Selling price of C1 = $30$
- Profit per unit of C1 = $30 - 10 = 20$
- Cost per unit of C2 = wages + material = $25 + 15 = 40$
- Selling price of C2 = $70$
- Profit per unit of C2 = $70 - 40 = 30$
4. **Objective function:**
Maximize total profit:
$$\text{Maximize } Z = 20x + 30y$$
5. **Constraints:**
- Initial cash balance to pay wages and materials: $10x + 40y \leq 4000$
- Machine time: $3x + 2y \leq 2000$
- Assembly time: $2x + 3y \leq 1400$
- Non-negativity: $x \geq 0, y \geq 0$
6. **Summary:**
The LP model is:
$$\max Z = 20x + 30y$$
subject to
$$10x + 40y \leq 4000$$
$$3x + 2y \leq 2000$$
$$2x + 3y \leq 1400$$
$$x, y \geq 0$$
This model maximizes profit while respecting cash, machine, and assembly time constraints.