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In 1997, Fuller and coworkers \(^{44}\) at Texas A \& M University estimated the operating costs of cotton gin plants of various sizes. For the next-to-largest plant, the total cost in thousands of dollars was given approximately by \(C(x)=\) \(0.059396 x^{2}+22.7491 x+224.664,\) where \(x\) is the annual quantity of bales in thousands produced. Plant capacity was 30,000 bales. Revenue was estimated at \(\$ 63.25\) per bale. Using this quadratic model, find the break- even quantity, and determine the production level that will maximize profit.

Short Answer

Expert verified
Break-even at about 6.2k and 36.3k bales, maximum profit at 34.1k bales.

Step by step solution

01

Understand the Cost and Revenue Equations

The cost equation is given by \( C(x) = 0.059396 x^2 + 22.7491 x + 224.664 \) and the revenue per bale is \( 63.25 \). Therefore, the revenue equation is \( R(x) = 63.25x \).
02

Set Up the Profit Equation

The profit \( P(x) \) is calculated by subtracting the cost \( C(x) \) from the revenue \( R(x) \). This gives the equation \( P(x) = R(x) - C(x) = 63.25x - (0.059396 x^2 + 22.7491 x + 224.664) \). Simplifying gives \( P(x) = -0.059396 x^2 + 40.5009 x - 224.664 \).
03

Calculate Break-Even Points

The break-even point occurs when profit equals zero, \( P(x) = 0 \). Solve the quadratic equation \( 0 = -0.059396 x^2 + 40.5009 x - 224.664 \) using the quadratic formula: \( x = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} \) where \( a = -0.059396 \), \( b = 40.5009 \), and \( c = -224.664 \).
04

Solve for Break-Even Quantity

Calculate the discriminant, \( b^2 - 4ac \), and then plug it into the quadratic formula to find the values of \( x \). The two break-even quantities are approximately \( x_1 \) and \( x_2 \).
05

Determine Maximum Profit Production Level

To find the production level that maximizes profit, find the vertex of the parabolic profit function \( P(x) \). The maximum profit occurs at \( x = \frac{-b}{2a} \). Substitute \( a = -0.059396 \) and \( b = 40.5009 \) into the formula to find \( x \).
06

Verify the production constraint

Verify that the production level that maximizes profit is within the plant's capacity (less than or equal to 30,000 bales).

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Quadratic Equations
Quadratic equations are algebraic expressions that take the form of \( ax^2 + bx + c = 0 \). They are characterized by the highest power being a square (\(x^2\)). Quadratic equations can have one, two, or zero real solutions. The number of solutions depends on the value of the discriminant, \( b^2 - 4ac \). When solving quadratic equations, you can use several methods including:
  • Factoring
  • Completing the square
  • Using the quadratic formula \( x = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} \)
In the context of business and economics, quadratic equations often model relationships involving squared terms, such as cost functions or growth rates.
These equations sometimes form parabolas, which is why they are helpful in determining maximum or minimum values such as maximum profit or minimum cost. Understanding how to manipulate and solve quadratic equations is crucial in fields that rely on precise numerical predictions and analysis.
Profit Maximization
Profit maximization is a key objective for businesses. It involves identifying the level of production that yields the highest possible profit. In mathematical terms, profit \( P(x) \) is defined as total revenue \( R(x) \) minus total cost \( C(x) \).
Simplifying the formula gives us:\( P(x) = R(x) - C(x) \).
The goal is to maximize \( P(x) \), which usually involves solving a profit function that's quadratic in nature, expressed as \( ax^2 + bx + c \). To find the point where profit is maximized, you locate the vertex of the parabola.
The vertex for a quadratic function \( ax^2 + bx + c \) occurs at \( x = \frac{-b}{2a} \).
This calculation gives the optimal number of units to produce for maximum profit, assuming that all units produced are sold.Additionally, real-world constraints such as production capacity, market demand, and cost limitations need to be considered. It ensures the solution is practical and applicable.
Cost and Revenue Analysis
Cost and revenue analysis is vital for assessing business performance. Cost is what the business spends in producing its goods, represented here by the quadratic equation \( C(x) \), which includes fixed costs and costs varying with production levels.
Revenue is the income from sales, modeled by \( R(x) = 63.25x \) in our exercise. To find break-even points, where costs equal revenue, we set \( P(x) = 0 \) and solve for \(x\).
This reveals production levels at which the business neither earns profit nor incurs a loss.Break-even analysis helps businesses decide whether a particular level of production is worth pursuing or if they need strategic changes. It is a crucial tool in financial planning.
It allows companies to:
  • Identify the minimum output needed to avoid losses
  • Understand the implications of cost and sales price changes
  • Make informed pricing and investment decisions
Effective cost and revenue analysis helps maintain operational viability and adapt to competitive pressures.

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