Lp Model
1. **Problem Statement:**
We have four raw materials $R_1, R_2, R_3, R_4$ with constraints on their availability and usage, and costs associated with each. We want to construct a linear programming (LP) model and find an initial basic feasible solution.
2. **Define Variables:**
Let $x_1, x_2, x_3, x_4$ be the quantities of raw materials $R_1, R_2, R_3, R_4$ used per day.
3. **Constraints from the problem:**
- Availability of $R_1$ is thrice the required quantity: $x_1 \leq 3x_1$ is trivial, so this means $x_1$ is limited by availability, but since it says "availability is thrice the required quantity," it implies availability is $3x_1$, so no upper bound on $x_1$ from this directly. We interpret this as $x_1$ can be up to some maximum, but no explicit max given, so no constraint here.
- Availability of $R_3$ is twice the required quantity: similarly, $x_3 \leq 2x_3$ is trivial, so no direct constraint. But the problem likely means availability is twice the required quantity, so $x_3$ can be up to some max, but no explicit max given.
- Maximum availability of $R_4$ is 50 units: $x_4 \leq 50$
- Quality assurance conditions:
- $x_2$ cannot exceed $x_1$ by more than 10 units: $x_2 - x_1 \leq 10$
- $x_2$ cannot exceed $x_3$ by more than 20 units: $x_2 - x_3 \leq 20$
- Combined storage capacity for raw materials per day is 100 units: $x_1 + x_2 + x_3 + x_4 \leq 100$
- Non-negativity: $x_i \geq 0$ for $i=1,2,3,4$
4. **Objective function:**
Minimize total cost:
$$\text{Minimize } Z = 45x_1 + 25x_2 + 65x_3 + 5x_4$$
5. **Linear Programming Model:**
$$\begin{cases}
\text{Minimize } Z = 45x_1 + 25x_2 + 65x_3 + 5x_4 \\
\text{subject to:} \\
x_4 \leq 50 \\
x_2 - x_1 \leq 10 \\
x_2 - x_3 \leq 20 \\
x_1 + x_2 + x_3 + x_4 \leq 100 \\
x_1, x_2, x_3, x_4 \geq 0
\end{cases}$$
6. **Finding an Initial Basic Feasible Solution (IBFS):**
We introduce slack variables $s_1, s_2, s_3, s_4$ for the inequalities:
$$\begin{cases}
x_4 + s_1 = 50 \\
x_2 - x_1 + s_2 = 10 \\
x_2 - x_3 + s_3 = 20 \\
x_1 + x_2 + x_3 + x_4 + s_4 = 100 \\
x_i, s_j \geq 0
\end{cases}$$
Choose basic variables as slack variables $s_1, s_2, s_3, s_4$ and set $x_1 = x_2 = x_3 = x_4 = 0$:
- From $x_4 + s_1 = 50$, with $x_4=0$, $s_1=50$
- From $x_2 - x_1 + s_2 = 10$, with $x_1=0, x_2=0$, $s_2=10$
- From $x_2 - x_3 + s_3 = 20$, with $x_2=0, x_3=0$, $s_3=20$
- From $x_1 + x_2 + x_3 + x_4 + s_4 = 100$, with all $x_i=0$, $s_4=100$
All variables are non-negative, so this is a feasible solution.
**Final answer:**
- LP model as above.
- Initial basic feasible solution: $x_1=0, x_2=0, x_3=0, x_4=0, s_1=50, s_2=10, s_3=20, s_4=100$.