/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Problem 5 Find the maximum of \(Q=x y\) if... [FREE SOLUTION] | 91Ó°ÊÓ

91Ó°ÊÓ

Find the maximum of \(Q=x y\) if \(x+y=2\).

Short Answer

Expert verified
The maximum value of \(Q\) is 1 at \(x = 1, y = 1\).

Step by step solution

01

- Express One Variable in Terms of the Other

Given the constraint equation, \(x + y = 2\). From this, express \(y\) in terms of \(x\): \(y = 2 - x\).
02

- Substitute the Expression into the Function

Substitute \(y = 2 - x\) into the function \(Q = xy\): \(Q = x(2 - x)\).
03

- Simplify the Function

Simplify the function: \(Q = 2x - x^2\).
04

- Find the Derivative

Find the derivative of the function with respect to \(x\): \(\frac{dQ}{dx} = 2 - 2x\).
05

- Set the Derivative to Zero to Find Critical Points

Set the derivative equal to zero to find critical points: \(2 - 2x = 0\) Solve for \(x\): \(x = 1\).
06

- Verify the Maximum Value

To verify \(x = 1\) gives a maximum, substitute \(x = 1\) into the constraint equation to find \(y\): \(y = 2 - 1 = 1\). Then, substitute \(x = 1\) and \(y = 1\) back into the function: \(Q = 1 \times 1 = 1\).

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Key Concepts

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

maximum value
The goal when optimizing a function often involves finding the maximum value of that function. For our problem, we want to maximize the product of two numbers, specifically the function given by \(Q=xy\), under the constraint that their sum equals 2. To do this, we first express one variable in terms of the other, substitute this expression back into the function, and use calculus techniques to find where the function reaches its maximum.
By substituting the constraints into the function and simplifying, we transform the given problem into one involving a single variable. Then, by finding the derivative, we locate critical points, which help us identify the maximum value of our function. Finally, we substitute these points back into the original function to verify the maximum value.
derivative
The derivative is a fundamental concept in calculus used to analyze the behavior of functions. It provides information on the rate at which a function changes. In optimization problems, derivatives are particularly useful as they help find critical points where the function could have a maximum or minimum value.
In our example, after expressing the function in terms of one variable, we find its derivative with respect to that variable. The function we derived was \(Q=2x-x^2\). Finding the derivative involves using basic differentiation rules, yielding:
\[ \frac{dQ}{dx} = 2 - 2x \]
Setting this derivative to zero helps us find the critical points, which are potentially locations for maximum or minimum values. The critical point is thus found by solving \(2 - 2x = 0\).
Understanding derivatives can significantly simplify the search for optimal values in various functions by providing insights into where these functions change their behavior.
critical points
Critical points occur where the first derivative of a function is zero or undefined. These points are essential as they potentially indicate maximum or minimum values of the function. In optimization problems, locating these points helps us determine where these extreme values might occur.
In our exercise, once we derived the function, \(Q=2x-x^2\), we set the derivative equal to zero:
\[ 2 - 2x = 0 \]
Solving this equation gives us \( x=1 \). This is our critical point. To determine if this critical point is a maximum, we substitute it back into the constraint equation to find \( y \), then examine the function value at these points. Here, \( x=1 \) and \( y=1 \), and substituting these into our function gives \( Q=1 \).
It is essential to verify these points because not all critical points indicate maximum values; some might indicate minimum values or points of inflection. However, in this particular case, \( x=1 \) and \( y=1 \) provide our maximum value.
constraint equation
A constraint equation limits the possible values that variables can take in an optimization problem. It represents a condition or a set of conditions that the solution must satisfy. In our exercise, the constraint is given by \( x+y=2 \).
This constraint necessitates expressing one variable in terms of the other before substituting into the function we intend to optimize. For instance, \( y=2-x \). By substituting this expression in, we reduce the problem to a function of a single variable, making it easier to apply calculus techniques to find maximum or minimum values.
Effectively handling constraint equations is crucial in optimization problems. They simplify the problem and ensure that solutions meet specific necessary conditions set by the problem. By correctly applying the constraint, we focus the search for optimal values within a feasible range, aiding in achieving accurate and meaningful solutions.

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Most popular questions from this chapter

If \(f^{\prime}(a)=0\) and \(f^{\prime}(x)\) is decreasing at \(x=a\), explain why \(f(x)\) must have a local maximum at \(x=a .\)

Coffee consumption in the United States is greater on a per capita basis than anywhere else in the world. However, due to price fluctuations of coffee beans and worries over the health effects of caffeine, coffee consumption has varied considerably over the years. According to data published in The Wall Street Journal, the number of cups \(f(x)\) consumed daily per adult in year \(x\) (with 1955 corresponding to \(x=0)\) is given by the mathematical model $$ f(x)=2.77+0.0848 x-0.00832 x^{2}+0.000144 x^{3} $$ (a) Graph \(y=f(x)\) to show daily coffee consumption from 1955 through 1994 . (b) Use \(f^{\prime}(x)\) to determine the year in which coffee consumption was least during this period. What was the daily coffee consumption at that time? (c) Use \(f^{\prime}(x)\) to determine the year in which coffee consumption was greatest during this period. What was the daily coffee consumption at that time? (d) Use \(f^{\prime \prime}(x)\) to determine the year in which coffee consumption was decreasing at the greatest rate.

Each of the graphs of the functions has one relative maximum and one relative minimum point. Plot these two points and check the concavity there. Using only this information, sketch the graph. $$ f(x)=-\frac{1}{3} x^{3}+2 x^{2}-12 $$

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Find the minimum value of \(f(t)=t^{3}-6 t^{2}+40, t \geq 0\), and give the value of \(t\) where this minimum occurs.

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