Math Problem Statement
Solve part c.
Solution
To solve part (c), we need to determine the optimum solution using the Simplex method. Here’s the problem and step-by-step approach:
Problem Overview:
Reddy Mikks produces interior and exterior paints using two raw materials, and . The table provides the resource constraints and the profit:
Paint Type | Raw Material (tons) | Raw Material (tons) | Profit per ton ($1000) |
---|---|---|---|
Exterior Paint | 6 | 1 | 5 |
Interior Paint | 4 | 2 | 4 |
Resource Constraints:
- Maximum daily availability of raw material = 24 tons
- Maximum daily availability of raw material = 6 tons
Let:
- = tons of exterior paint produced per day
- = tons of interior paint produced per day
Objective Function:
The objective is to maximize the daily profit:
Constraints:
The production is subject to the availability of raw materials:
- For :
- For :
- Non-negativity constraints:
Simplex Method:
-
Formulation in Standard Form: To apply the Simplex method, we convert inequalities into equalities by adding slack variables: where and are slack variables representing unused resources for and , respectively. The objective function remains the same:
-
Initial Simplex Tableau: We can now set up the initial tableau for the Simplex method.
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Math Problem Analysis
Mathematical Concepts
Linear Programming
Optimization
Simplex Method
Formulas
Objective Function: Maximize z = 5x1 + 4x2
Constraint 1 (Material M1): 6x1 + 4x2 <= 24
Constraint 2 (Material M2): 1x1 + 2x2 <= 6
Theorems
Simplex Method
Slack Variables
Pivot Operations
Suitable Grade Level
University Level (Operations Research, Linear Programming)
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