Solving Tarmac Chemical Corp's Optimizing Problem with a LP Model

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SUMMARY

Tarmac Chemical Corporation is addressing an optimization problem to produce a chemical compound, CHEMIX, which requires specific percentages of sulfur, iron oxide, and potassium. The company can mix three compounds, each with distinct compositions and costs: Compound 1 (20% sulfur, $5.00/pound), Compound 2 (40% sulfur, $5.25/pound), and Compound 3 (10% sulfur, $5.50/pound). The goal is to formulate a linear programming (LP) model to minimize production costs while meeting a demand of at least 600 pounds of CHEMIX. The discussion emphasizes the need for participants to engage in the formulation process rather than seeking direct solutions.

PREREQUISITES
  • Understanding of linear programming (LP) models
  • Familiarity with chemical compound composition and constraints
  • Basic knowledge of optimization techniques
  • Ability to formulate and solve equations
NEXT STEPS
  • Learn how to formulate linear programming models using the Simplex method
  • Study the graphical method for solving LP problems with two variables
  • Explore software tools for LP optimization, such as LINDO or MATLAB
  • Investigate sensitivity analysis in linear programming
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Students in chemical engineering, operations research professionals, and anyone involved in production optimization and cost analysis in manufacturing settings.

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I'm stuck on this optimizing problem:

Tarmac Chemical Corporation produces a special chemical compound—called CHEMIX—that is used extensively in high school chemistry classes. This compound must contain at least 20% sulfur, at least 30% iron oxide, and at least 30% but no more than 45% potassium. Tarmac’s marketing department has estimated that it will need at least 600 pounds of this compound to meet the expected demand during the coming school session. Tarmac can buy three compounds to mix together to produce CHEMIX. The makeup of these compounds is show in the following table.

Compounds 1,2 and 3 cost $5.00, $5.25, and $5.50 per pound, respectively. Tarmac wants to use an LP model to determine the least costly way of producing enough CHEMIX to meet the demand expected for the coming year.

Compound 1: 20% Sulfur, 60% Iron Oxide, 20% Potassium.
Compund 2: 40% Sulfur, 30% Iron Oxide, 30% Potassium.
Compund 3: 10% Sulfur, 40% Iron Oxide, 50% Potassium.


a) Formulate a LP model for this problem.
b) What is the optimal solution?
 
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CAN YOU ATLEAST GIVE IT A TRY BEFORE I HELP YOU. YOU SHOULD START WITH SOMETHING LIKE dy/dv = v1 + v2 + v3
then find equations for v1,v2,v3

v1 = volume compound 1 and so on
 
All yelling aside, mathmike is right: we will gladly help you do the problem, but we will not do it for you.
 

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