Precalculus : Maximum and Minimum Problems

Study concepts, example questions & explanations for Precalculus

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Example Questions

Example Question #51 : Introductory Calculus

 

 

The profit of a certain cellphone manufacturer can be represented by the function

\displaystyle \small \small p(x)=-2000x^3+12000x^2+126000x

where \displaystyle \small p is the profit in dollars and \displaystyle \small x is the production level in thousands of units.  How many units should be produced to maximize profit?

Possible Answers:

\displaystyle \small 3000

\displaystyle \small 21000

\displaystyle \small 42000

\displaystyle \small 7000

\displaystyle \small 7

Correct answer:

\displaystyle \small 7000

Explanation:

We can determine the production level that maximizes profit by taking the derivative of our function.  This can be done using the power rule.

\displaystyle \small p'(x)=3(-2000x^2)+2(12000x)+126000=-6000x^2+24000x+126000

We then set this derivative equal to 0 and solve.

\displaystyle \small 0=-6000x^2+24000x+126000

We can factor out our greatest common factor and then divide it out.

\displaystyle \small 0=-6000(x^2-4x-21)

\displaystyle \small 0=x^2-4x-21

Next we can factor.

\displaystyle \small 0=(x+3)(x-7)

Therefore, we can solve

\displaystyle \small x=-3\:or\:7

We remember that these production levels are in thousands of units.

However, a factory cannot produce negative cellphones, so the maximum profit is obtained when seven thousand units are produced.

Example Question #1 : Maximum And Minimum Problems

What is the critical point of \displaystyle y=x^2. Is it a max or a minimum?

Possible Answers:

\displaystyle Critical Point=(0,0)

\displaystyle Minimum

\displaystyle Critical Point=(0,0)

\displaystyle Max

\displaystyle Critical Point=(2,0)

\displaystyle Minimum

\displaystyle Critical Point=(0,2)

\displaystyle Minimum

\displaystyle Critical Point=(0,2)

\displaystyle Max

Correct answer:

\displaystyle Critical Point=(0,0)

\displaystyle Minimum

Explanation:

To find the critical points, we first take the first derivative using the Power Rule:

\displaystyle y=x^n \rightarrow y'=nx^{n-1}

Therefore,

\displaystyle y=x^2

\displaystyle y'=2x

To find the critical point we need to set the derivative equal to zero and solve for x.

Doing so this gives the critical point at \displaystyle x=0. To get the y value of the point plug x=0 back into the original equation.

\displaystyle y=0^2=0 thus the point is \displaystyle (0,0).

Is it a max or min?

Take the second derivative

\displaystyle y''=2

It is a minimum since the second derivative is positive.

Example Question #2 : Maximum And Minimum Problems

What is the critical point of \displaystyle y=-x^2 ? Is it a max or minimum?

Possible Answers:

\displaystyle Critical Point=(0,0)

\displaystyle Max

\displaystyle Critical Point=(2,0)

\displaystyle Max

\displaystyle Critical Point=(0,0)

\displaystyle Minimum

\displaystyle Critical Point=(0,2)

\displaystyle Minimum

\displaystyle Critical Point=(0,2)

\displaystyle Max

Correct answer:

\displaystyle Critical Point=(0,0)

\displaystyle Max

Explanation:

To find the critical points, we first take the first derivative using the Power Rule.

\displaystyle y=x^n \rightarrow y'=nx^{n-1}.

Therefore,

\displaystyle y=-x^2

\displaystyle y'=-2x

From here we need to set the derivative equal to zero and solve to x.

The critical point occurs when \displaystyle x=0. Now to get the y value of the point we will need to plug in x=0 into the original equation.

\displaystyle y=-0^2=0. This gives us a critical point at \displaystyle (0,0).

To find if it is a max or min, we take the second derivative

\displaystyle y''=-2

Since the second derivative is negative, it is a maximum.

Example Question #4 : Maximum And Minimum Problems

Determine whether if there is a maximum or minimum, and location of the point for:  \displaystyle y=3x^2-11x+5

Possible Answers:

Correct answer:

Explanation:

Determine the derivative of this function.

\displaystyle y=3x^2-11x+5

\displaystyle y'=6x-11

Set the derivative function equal to zero and solve for \displaystyle x.

\displaystyle 0=6x-11

\displaystyle x=\frac{11}{6}

Since the parabola has a positive coefficient for \displaystyle 3x^2, the parabola will open upwards, and therefore will have a minimum.

Substitute \displaystyle x=\frac{11}{6}back into the original function and find the y-value of the minimum.

\displaystyle y=3(\frac{11}{6})^2-11(\frac{11}{6})+5

\displaystyle = 3(\frac{121}{36})-\frac{121}{6}+5

\displaystyle =\frac{121}{12}-\frac{121}{6}+5

\displaystyle =\frac{121}{12}-\frac{242}{12}+\frac{60}{12}

\displaystyle y=-\frac{61}{12}

The parabola has a minimum at the point \displaystyle (\frac{11}{6},-\frac{61}{12}).

Example Question #5 : Maximum And Minimum Problems

Find the coordinates of the relative maximum point of the function 

\displaystyle y=\frac{3}{4}x^4+3x^3-15x^2+8.

Possible Answers:

\displaystyle x=0

\displaystyle (-5,-273.25),(0,8),(2,-16)

\displaystyle (0,8)

\displaystyle (-5,-273.25),(2,-16)

Correct answer:

\displaystyle (0,8)

Explanation:

Let's find the first derivative to locate the relative maxima and minima.

\displaystyle y=\frac{3}{4}x^4+3x^3-15x^2+8

\displaystyle y'=4*\frac{3}{4}x^3+9x^2-30x+0

\displaystyle y'=3x^3+9x^2-30x

Now we set it equal to zero to find the x values of these critical points.

\displaystyle 0=3x^3+9x^2-30x

\displaystyle 0=3x(x^2+3x-10)

\displaystyle 0=3x(x-2)(x+5)

So the equation is 0 where x is -2, 0, or 5. Now let's find the second derivative so that we know which of these locations are maxima and which are minima.

\displaystyle y'=3x^3+9x^2-30x

\displaystyle y''=9x^2+18x-30

\displaystyle y''(-5)=9(-5)^2+18(-5)-30=105>0

So the function has a relative maximum at x=-5.

\displaystyle y''(0)=9(0)^2+18(0)-30=-30< 0

So the function has a relative minimum at x=0.

\displaystyle y''(2)=9(2)^2+18(2)-30=42>0

So the function has a relative maximum at x=2.

Thus there is only one relative minimum in this function, and it occurs at x=0. We need to plug this into the original function to find the y-coordinate of the point.

\displaystyle y=\frac{3}{4}x^4+3x^3-15x^2+8

\displaystyle y=\frac{3}{4}(0)^4+3(0)^3-15(0)^2+8

\displaystyle y=0+0-0+8

\displaystyle y=8

So our point is (0,8).

Example Question #1 : Maximum And Minimum Problems

Find the \displaystyle x-coordinates of the possible locations of the relative maxima and minimia of 

\displaystyle f(x)=\frac{1}{2}x^4-x^2+3.

Possible Answers:

\displaystyle x=0,\pm\sqrt2

There are no critical points.

\displaystyle x=\pm\sqrt\frac{1}{3}

\displaystyle x=0,\pm 1

Correct answer:

\displaystyle x=0,\pm 1

Explanation:

We need to find out where the first derivative is equal to zero to find the locations of the possible maxima and minima.

\displaystyle f(x)=\frac{1}{2}x^4-x^2+3

\displaystyle f'(x)=\frac{4}{2}x^3-2x+0

\displaystyle f'(x)=2x^3-2x

\displaystyle f'(x)=2x(x^2-1)

\displaystyle f'(x)=2x(x+1)(x-1)

\displaystyle 0=2x(x+1)(x-1)

\displaystyle x=0,1,-1 or \displaystyle x=0,\pm1.

Example Question #1 : Maximum And Minimum Problems

Without solving the problem, determine whether the function \displaystyle y=6x^2-2x+9 will have relative maxima or minima and how many of each.

Possible Answers:

One relative maximum

One minimum and one maximum

One relative minimum

No critical points

Correct answer:

One relative minimum

Explanation:

We see that the function is a quadratic, so its graph will be a parabola. Thus, we know it will have only one relative max or min. Since the leading coefficient of \displaystyle y=6x^2-2x+9 is a positive 6, we also know that the parabola opens upward. Hence, the relative extremum is a minimum.

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