Deck 7: Functions of Several Variables
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Deck 7: Functions of Several Variables
1
Sketch the graph of the plane given by
A) 
B) 
C) 
D) 
E) 

A)

B)

C)

D)

E)



2
Sketch the graph of the plane given by
A) 
B) 
C) 
D) 
E) 

A)

B)

C)

D)

E)



3
The two planes
and
are perpendicular?


True
4
Sketch the graph of the plane given by
A) 
B) 
C) 
D) 
E) 

A)

B)

C)

D)

E)

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5
Find the coordinates of the point that is located nine units in front of the yz-plane,six units to the left of the xz-plane,and five units above of the xy-plane.
A)
B)
C)
D)
E)
A)

B)

C)

D)

E)

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6
Sketch the yz-trace of the equation:
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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7
Sketch the trace of the intersection of plane
with the sphere:
A) 
B) 
C) 
D) 
E) 


A)

B)

C)

D)

E)

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8
Find the center and radius of the sphere.
A) Center:
Radius:
B) Center:
Radius:
C) Center:
Radius:
D) Center:
Radius:
E) Center:
Radius:

A) Center:

Radius:

B) Center:

Radius:

C) Center:

Radius:

D) Center:

Radius:

E) Center:

Radius:

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9
Sketch the yz-trace of the equation:
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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10
Find the equation of the sphere that has the points
and
as endpoints of a diameter.
A)
B)
C)
D)
E)


A)

B)

C)

D)

E)

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11
Sketch the trace of the intersection of plane
with the sphere:
A)
B) 
C) 
D)

E) 


A)

B)

C)

D)

E)

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12
Find the intercepts of the plane given by
A) The x-intercept is
The y-intercept is
The z-intercept is
B) The x-intercept is
The y-intercept is
The z-intercept is
C) The x-intercept is
The y-intercept is
The z-intercept is
D) The x-intercept is
The y-intercept is
The z-intercept is
E) The x-intercept is
The y-intercept is
The z-intercept is

A) The x-intercept is



B) The x-intercept is



C) The x-intercept is



D) The x-intercept is


The z-intercept is

E) The x-intercept is



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13
Find
if the midpoint of the line segment joining the two points
and
is
A)
B)
C)
D)
E)




A)

B)

C)

D)

E)

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14
Find the standard equation of the sphere whose center is
and whose radius is 5.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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15
Sketch the yz-trace of the equation:
A) 
B)
C) 
D)
E) 

A)

B)

C)

D)

E)

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16
Find the center and radius of the sphere whose equation is
Round your answer to two decimal places,where applicable.
A) center:
; radius: 2.00
B) center:
; radius: 2.00
C) center:
; radius: 8.00
D) center:
; radius: 4.00
E) center:
; radius: 8.00

A) center:

B) center:

C) center:

D) center:

E) center:

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17
Find the lengths of the sides of the triangle with the given vertices,and determine whether the triangle is a right triangle,an isosceles triangle,or neither.
A)
; obtuse triangle
B)
; right triangle
C)
; right triangle
D)
; acute triangle
E)
; acute triangle

A)

B)

C)

D)

E)

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18
Find the intercepts of the plane given by
A) The x-intercept is
The z-intercept is
B) The x-intercept is
The z-intercept is
C) The x-intercept is
The z-intercept is
D) The x-intercept is
The z-intercept is
E) The x-intercept is
The z-intercept is

A) The x-intercept is


B) The x-intercept is


C) The x-intercept is


D) The x-intercept is


E) The x-intercept is


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19
Sketch the trace of the intersection of plane
with the sphere:
A)
B)
C) 
D)

E) 


A)

B)

C)

D)

E)

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20
Find the the distance between the two points
and
A) 1 unit
B) 6 units
C)
units
D) 8 units
E) 38 units


A) 1 unit
B) 6 units
C)

D) 8 units
E) 38 units
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21
Because of the forces caused by its rotation,a planet is actually an oblate ellipsoid rather than a sphere.The equatorial radius is 3967 miles and the polar radius is 3951 miles.Find an equation of the ellipsoid.Assume that the center of a planet is at the origin and the xy- trace
corresponds to the equator.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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22
Identify the quadric surface.
A) The graph is hyperboloid of two sheets.
B) The graph is an ellipsoid.
C) The graph is an elliptic cone.
D) The graph is an elliptic paraboloid.
E) The graph is a hyperboloid of one sheet.

A) The graph is hyperboloid of two sheets.
B) The graph is an ellipsoid.
C) The graph is an elliptic cone.
D) The graph is an elliptic paraboloid.
E) The graph is a hyperboloid of one sheet.
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23
Sketch the level curves for the function below for the given c-values
A) 
B) 
C) 
D) 
E) 


A)

B)

C)

D)

E)

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24
Find the domain and range of the function.
A) Domain: all point
such that 
Range:
B) Domain: all point
such that 
Range:
C) Domain: all point
such that 
Range:
D) Domain: all point
such that 
Range:
E) Domain: all point
such that 
Range:

A) Domain: all point


Range:

B) Domain: all point


Range:

C) Domain: all point


Range:

D) Domain: all point


Range:

E) Domain: all point


Range:

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25
Describe the trace of the surface given by the function below
in the xz-plane.
A) circle
B) parabola
C) line
D) ellipse (not circle)
E) hyperbola

A) circle
B) parabola
C) line
D) ellipse (not circle)
E) hyperbola
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26
Evaluate the function at the given values of the independent variables.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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27
If
,find
and
A)
B)
C)
D)
E)



A)

B)

C)

D)

E)

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28
Describe the trace of the surface given by the function below in the xy-plane.
x2 + y2 + z2 = 1
A) parabola
B) ellipse (not circle)
C) circle
D) hyperbola
E) line

A) parabola
B) ellipse (not circle)
C) circle
D) hyperbola
E) line
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29
Sketch the level curves for the function below for the given c-values
A)
B)

C)

D)

E)



A)

B)

C)

D)

E)

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30
Describe the domain and range of the function.
A) domain: The disk![<strong>Describe the domain and range of the function. </strong> A) domain: The disk Range: The interval (0, 1) B) domain: The disk Range: The interval [0, 1] C) domain: The disk Range: The interval [0, 1) D) domain: The disk Range: The interval [0, 1] E) domain: The disk Range: The interval [0,1)](https://storage.examlex.com/TB1301/11ea8970_6a85_1388_861b_07bf28e9ac33_TB1301_11.jpg)
Range: The interval (0, 1)
B) domain: The disk![<strong>Describe the domain and range of the function. </strong> A) domain: The disk Range: The interval (0, 1) B) domain: The disk Range: The interval [0, 1] C) domain: The disk Range: The interval [0, 1) D) domain: The disk Range: The interval [0, 1] E) domain: The disk Range: The interval [0,1)](https://storage.examlex.com/TB1301/11ea8970_6a85_1389_861b_993ca16bfc11_TB1301_11.jpg)
Range: The interval [0, 1]
C) domain: The disk![<strong>Describe the domain and range of the function. </strong> A) domain: The disk Range: The interval (0, 1) B) domain: The disk Range: The interval [0, 1] C) domain: The disk Range: The interval [0, 1) D) domain: The disk Range: The interval [0, 1] E) domain: The disk Range: The interval [0,1)](https://storage.examlex.com/TB1301/11ea8970_6a85_138a_861b_29840b871946_TB1301_11.jpg)
Range: The interval [0, 1)
D) domain: The disk![<strong>Describe the domain and range of the function. </strong> A) domain: The disk Range: The interval (0, 1) B) domain: The disk Range: The interval [0, 1] C) domain: The disk Range: The interval [0, 1) D) domain: The disk Range: The interval [0, 1] E) domain: The disk Range: The interval [0,1)](https://storage.examlex.com/TB1301/11ea8970_6a85_138b_861b_e354c76f8ad5_TB1301_11.jpg)
Range: The interval [0, 1]
E) domain: The disk![<strong>Describe the domain and range of the function. </strong> A) domain: The disk Range: The interval (0, 1) B) domain: The disk Range: The interval [0, 1] C) domain: The disk Range: The interval [0, 1) D) domain: The disk Range: The interval [0, 1] E) domain: The disk Range: The interval [0,1)](https://storage.examlex.com/TB1301/11ea8970_6a85_3a9c_861b_bf4c9eef70b7_TB1301_11.jpg)
Range: The interval [0,1)
![<strong>Describe the domain and range of the function. </strong> A) domain: The disk Range: The interval (0, 1) B) domain: The disk Range: The interval [0, 1] C) domain: The disk Range: The interval [0, 1) D) domain: The disk Range: The interval [0, 1] E) domain: The disk Range: The interval [0,1)](https://storage.examlex.com/TB1301/11ea8970_6a84_ec77_861b_efb52ce014e9_TB1301_11.jpg)
A) domain: The disk
![<strong>Describe the domain and range of the function. </strong> A) domain: The disk Range: The interval (0, 1) B) domain: The disk Range: The interval [0, 1] C) domain: The disk Range: The interval [0, 1) D) domain: The disk Range: The interval [0, 1] E) domain: The disk Range: The interval [0,1)](https://storage.examlex.com/TB1301/11ea8970_6a85_1388_861b_07bf28e9ac33_TB1301_11.jpg)
Range: The interval (0, 1)
B) domain: The disk
![<strong>Describe the domain and range of the function. </strong> A) domain: The disk Range: The interval (0, 1) B) domain: The disk Range: The interval [0, 1] C) domain: The disk Range: The interval [0, 1) D) domain: The disk Range: The interval [0, 1] E) domain: The disk Range: The interval [0,1)](https://storage.examlex.com/TB1301/11ea8970_6a85_1389_861b_993ca16bfc11_TB1301_11.jpg)
Range: The interval [0, 1]
C) domain: The disk
![<strong>Describe the domain and range of the function. </strong> A) domain: The disk Range: The interval (0, 1) B) domain: The disk Range: The interval [0, 1] C) domain: The disk Range: The interval [0, 1) D) domain: The disk Range: The interval [0, 1] E) domain: The disk Range: The interval [0,1)](https://storage.examlex.com/TB1301/11ea8970_6a85_138a_861b_29840b871946_TB1301_11.jpg)
Range: The interval [0, 1)
D) domain: The disk
![<strong>Describe the domain and range of the function. </strong> A) domain: The disk Range: The interval (0, 1) B) domain: The disk Range: The interval [0, 1] C) domain: The disk Range: The interval [0, 1) D) domain: The disk Range: The interval [0, 1] E) domain: The disk Range: The interval [0,1)](https://storage.examlex.com/TB1301/11ea8970_6a85_138b_861b_e354c76f8ad5_TB1301_11.jpg)
Range: The interval [0, 1]
E) domain: The disk
![<strong>Describe the domain and range of the function. </strong> A) domain: The disk Range: The interval (0, 1) B) domain: The disk Range: The interval [0, 1] C) domain: The disk Range: The interval [0, 1) D) domain: The disk Range: The interval [0, 1] E) domain: The disk Range: The interval [0,1)](https://storage.examlex.com/TB1301/11ea8970_6a85_3a9c_861b_bf4c9eef70b7_TB1301_11.jpg)
Range: The interval [0,1)
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31
Identify the quadric surface. z2 - x2 -
y2 = 1
A) The graph is a hyperboloid of one sheet.
B) The graph is an ellipsoid.
C) The graph is an elliptic cone.
D) The graph is hyperboloid of two sheets.
E) The graph is an elliptic paraboloid.

A) The graph is a hyperboloid of one sheet.
B) The graph is an ellipsoid.
C) The graph is an elliptic cone.
D) The graph is hyperboloid of two sheets.
E) The graph is an elliptic paraboloid.
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32
The two planes
and
are parallel?


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33
If
,find
and
A)
, 
B)
, 
C)
, 
D)
,
E)
, 



A)


B)


C)


D)


E)


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34
Use the function
to find
A)
B)
C)
D)
E)


A)

B)

C)

D)

E)

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35
Describe the level curves for the function
for the c-values given by
A)
; 
; 
; 
; 
; 
B)
; 
; 
; 
; 
;
C)
; 
; 
; 
; 
; 
D)
; 
; 
; 
; 
;
E)
; 
; 
; 
; 
;


A)










B)










C)










D)










E)










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36
Evaluate the function
at
A)
B)
C)
D)
E)


A)

B)

C)

D)

E)

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37
Sketch the level curves for the function below for the given c-values
A)

B)

C)

D)

E)



A)

B)

C)

D)

E)

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38
Use the function
to find
A)
B)
C)
D)
E)


A)

B)

C)

D)

E)

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39
A manufacturer estimates the Cobb-Douglas production function to be given by
Estimate the production levels when
and
A) 135,540 units
B) 122,560 units
C) 131,601 units
D) 145,330 units
E) 112,745 units

Estimate the production levels when


A) 135,540 units
B) 122,560 units
C) 131,601 units
D) 145,330 units
E) 112,745 units
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40
Describe the level curves of the function.Sketch the level curves for the given c-values.
,
A) 
B) 
C) 
D) 
E) 


A)

B)

C)

D)

E)

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41
The value
of an investment of $18,000 after t years in an account for which the interest rate r is compounded continuously is given by the function
dollars.Write the partial derivative
A)
B)
C)
D)
E)



A)

B)

C)

D)

E)

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42
Find the first partial derivatives with respect to x,y,and z.
A)
B) 
C) 
D) 
E) 

A)

B)

C)

D)

E)

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43
Evaluate
and
for the function
at the point
A)
and 
B)
and 
C)
and 
D)
and 
E)
and 




A)


B)


C)


D)


E)


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44
Find the four second partial derivatives.Observe that the second mixed partials are equal.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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45
Test for relative extrema and saddle points.
A) saddle point at
B) saddle point at
C) saddle point at
D) relative minimum at
E) relative minimum at

A) saddle point at

B) saddle point at

C) saddle point at

D) relative minimum at

E) relative minimum at

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46
Examine the function given below for relative extrema and saddle points.
A) The function has a relative minimum at
B) The function has a relative maximum at
C) The function has a saddle point at
D) The function has a relative maximum at
E) The function has a relative minimum at

A) The function has a relative minimum at

B) The function has a relative maximum at

C) The function has a saddle point at

D) The function has a relative maximum at

E) The function has a relative minimum at

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47
Examine the function given below for relative extrema and saddle points.
A) The function has a relative minimum at
B) The function has a relative maximum at
C) The function has a saddle point at
D) The function has a saddle point at
E) The function has a relative maximum at

A) The function has a relative minimum at

B) The function has a relative maximum at

C) The function has a saddle point at

D) The function has a saddle point at

E) The function has a relative maximum at

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48
Examine the function
for relative extrema.
A) saddle point at
B) relative minimum at
C) saddle point at
D) relative maximum at
E) saddle point at

A) saddle point at

B) relative minimum at

C) saddle point at

D) relative maximum at

E) saddle point at

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49
Examine the function given below for relative extrema and saddle points.
A) The function has a saddle point at
B) The function has a relative maximum at
C) The function has a relative minimum at
D) The function has a saddle point at
E) The function has a relative maximum at

A) The function has a saddle point at

B) The function has a relative maximum at

C) The function has a relative minimum at

D) The function has a saddle point at

E) The function has a relative maximum at

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50
Examine the function given below for relative extrema and saddle points.
A) The function has a saddle point at
B) The function has a relative maximum at
C) The function has a relative minimum at
D) The function has a saddle point at
E) The function has a relative maximum at

A) The function has a saddle point at

B) The function has a relative maximum at

C) The function has a relative minimum at

D) The function has a saddle point at

E) The function has a relative maximum at

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51
Examine the function
for relative extrema.
A) relative minimum at
B) relative maximum at
C) relative minimum at
D) relative maximum at
E) no relative extrema

A) relative minimum at

B) relative maximum at

C) relative minimum at

D) relative maximum at

E) no relative extrema
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52
Evaluate
and
for the function
at the point
Round your answer to two decimal places.
A)
and 
B)
and 
C)
and 
D)
and 
E)
and 




A)


B)


C)


D)


E)


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53
For
,find all values of x and y such that
and
simultaneously.
A)
B) 
C) (0,0)
D) Both A and C
E) Both A and B




A)

B)

C) (0,0)
D) Both A and C
E) Both A and B
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54
The utility function
is a measure of utility (or satisfaction)derived by a person from the consumption of two products x and y.Suppose the utility function is
Determine the marginal utility of product x.
A)
B) 
C) 
D) 
E) 


A)

B)

C)

D)

E)

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55
Examine the function given below for relative extrema and saddle points.
A) The function has a relative maximum at
B) The function has a relative minimum at
C) The function has a saddle point at
D) The function has a relative maximum at
E) The function has a relative minimum at

A) The function has a relative maximum at

B) The function has a relative minimum at

C) The function has a saddle point at

D) The function has a relative maximum at

E) The function has a relative minimum at

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56
Find the slopes of the surface
in the x- and y- directions at the point
A)
Slope in x-direction: 1
Slope in y-direction: 5
B)
Slope in x-direction: -2
Slope in y-direction: 6
C)
Slope in x-direction: 5
Slope in y-direction: 1
D)
Slope in x-direction: 4
Slope in y-direction: 4
E)
Slope in x-direction: 6
Slope in y-direction: -2


A)
Slope in x-direction: 1
Slope in y-direction: 5
B)
Slope in x-direction: -2
Slope in y-direction: 6
C)
Slope in x-direction: 5
Slope in y-direction: 1
D)
Slope in x-direction: 4
Slope in y-direction: 4
E)
Slope in x-direction: 6
Slope in y-direction: -2
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57
Examine the function
for relative extrema and saddle points.
A) saddle point:
; relative minimum: 
B) relative minimum:
; relative maximum: 
C) saddle points:
, 
D) saddle point:
; relative minimum: 
E) relative minimum:
; relative maximum: 

A) saddle point:


B) relative minimum:


C) saddle points:


D) saddle point:


E) relative minimum:


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58
Examine the function given below for relative extrema and saddle points.
A) The function has a saddle point at
B) The function has a relative maximum at
C) The function has a relative minimum at
D) The function has a saddle point at
E) The function has a relative maximum at

A) The function has a saddle point at

B) The function has a relative maximum at

C) The function has a relative minimum at

D) The function has a saddle point at

E) The function has a relative maximum at

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59
Determine whether there is a relative maximum,a relative minimum,a saddle point,or insufficient information to determine the nature of the function
at the critical point
A) insufficient information to determine the nature of the function at
B) relative maximum at 
C) saddle point at
D) relative minimum at



A) insufficient information to determine the nature of the function at

B) relative maximum at

C) saddle point at

D) relative minimum at

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60
A company manufactures two types of wood-burning stoves: a freestanding model and a fireplace-insert model.The cost function for producing x freestanding and y fireplace-insert stoves is
Find the marginal costs (
and
)when
and
Round your answers to two decimal places.
A)
B) 
C) 
D) 
E) 





A)

B)

C)

D)

E)

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61
Find three positive numbers x,y,and z whose sum is 27 and product is a maximum.
A)
B) 
C)
D) 
E) 
A)

B)

C)

D)

E)

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62
Use Lagrange multipliers to maximize the function
subject to the following constraint:
Assume that x,y,and z are positive.
A) 110
B)
C)
D) 10
E) no absolute maximum


A) 110
B)

C)

D) 10
E) no absolute maximum
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63
A rectangular box is resting on the xy-plane with one vertex at the origin.The opposite vertex lies in the plane
Find the dimensions that maximize the volume. (Hint: Maximize
subject to the constraint
).
A) 15 units × 12 units × 5 units
B) 11 units × 9 units × 5 units
C) 10 units × 9 units × 6 units
D) 15 units × 10 units × 6 units
E) 12 units × 11 units × 7 units



A) 15 units × 12 units × 5 units
B) 11 units × 9 units × 5 units
C) 10 units × 9 units × 6 units
D) 15 units × 10 units × 6 units
E) 12 units × 11 units × 7 units
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64
Find the critical points of the function
,and,from the form of the function,determine whether a relative maximum or a relative minimum occurs at each point.
A) relative minimum at
B) relative maximum at
C) relative minimum at
D) relative maximum at
E) no relative extrema

A) relative minimum at

B) relative maximum at

C) relative minimum at

D) relative maximum at

E) no relative extrema
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65
Use Lagrange multipliers to find the given extremum.In each case,assume that x and y are positive.
Maximize
Constraint
A)
B) 
C) 
D) 
E) 
Maximize


A)

B)

C)

D)

E)

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66
A company manufactures two types of sneakers: running shoes and basketball shoes.The total revenue from x1 units of running shoes and x2 units of basketball shoes is:
,
Where x1 and x2 are in thousands of units.Find x1 and x2 so as to maximize the revenue.
A)
B)
C)
D)
E)

Where x1 and x2 are in thousands of units.Find x1 and x2 so as to maximize the revenue.
A)

B)

C)

D)

E)

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67
Find the critical points of the function
,and,from the form of the function,determine whether a relative maximum or a relative minimum occurs at each point.
A) relative minima at
,
,
, where a, b, c, d, m, and n are arbitrary real numbers
B) relative maxima at
,
,
, where a, b, c, d, m, and n are arbitrary real numbers
C) relative minimum at
D) relative maximum at
E) no relative extrema

A) relative minima at



B) relative maxima at



C) relative minimum at

D) relative maximum at

E) no relative extrema
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68
An agronomist used four test plots to determine the relationship between the wheat yield y (in bushels per acre)and the amount of fertilizer x (in pounds per acre).The results are shown in the table.

(I)Use the regression capabilities of a graphing utility or a spreadsheet to find the least squares regression line for the data.
(II)Estimate the yield for a fertilizer application of 160 pounds per acre.
A) (I)
; (II) 39.10
B) (I)
; (II) 45.90
C) (I)
; (II) 44.18
D) (I)
; (II) 42.32
E) (I)
; (II)54.94

(I)Use the regression capabilities of a graphing utility or a spreadsheet to find the least squares regression line for the data.
(II)Estimate the yield for a fertilizer application of 160 pounds per acre.
A) (I)

B) (I)

C) (I)

D) (I)

E) (I)

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69
Find the least squares regression line for the given points.
A)
B)
C)
D)
E)

A)

B)

C)

D)

E)

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70
Use the regression capabilities of a graphing utility or a spreadsheet to find the least squares regression line for the given points.
A)
B) 
C) 
D) 
E) 

A)

B)

C)

D)

E)

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71
A manufacturer has an order for 1,100 units of fine paper that can be produced at two locations.Let x1 and x2 be the numbers of units produced at the two plants.Find the number of units that should be produced at each plant to minimize the cost if the cost function is given by
A)
units and
units
B)
units and
units
C)
units and
units
D)
units and
units
E)
units and
units

A)


B)


C)


D)


E)


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72
Use Lagrange multipliers to find the given extremum.In each case,assume that x,y,and z are positive.
Maximize
Constraints
A)
B)
C)
D)
E)
Maximize


A)

B)

C)

D)

E)

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73
The sum of the length (denote by z)and the girth (perimeter of a cross section)of packages carried by a delivery service cannot exceed 36 inches.Find the dimensions of the rectangular package of largest volume that may be sent.
A)
B) 
C) 
D) 
E) 
A)

B)

C)

D)

E)

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74
Find the sum of the squared errors for the linear model
and the quadratic model
using the given points.
A)
B) 
C) 
D) 
E) 



A)

B)

C)

D)

E)

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75
Use Lagrange multipliers to find the given extremum.Assume that x and y are positive.
Maximize
Constraint
A)
B) 
C) 
D) 
E) 
Maximize


A)

B)

C)

D)

E)

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76
Use Lagrange multipliers to minimize the function
subject to the following constraint.
Assume that x,y,and z are positive.
A) 4
B) 12
C) 8
D) 24
E) 36


Assume that x,y,and z are positive.
A) 4
B) 12
C) 8
D) 24
E) 36
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77
A rancher plans to use an existing stone wall and the side of a barn as a boundary for two adjacent rectangular corrals.Fencing for the perimeter costs 10 per foot.To separate the corrals,a fence that costs 8 per foot will divide the region.The total area of the two corrals is to be 7,000 square feet.Use Lagrange multipliers to find the dimensions that will minimize the cost of the fencing.
A) dimensions: 50 feet by 70 feet
B) dimensions: 140 feet by 50 feet
C) dimensions: 25 feet by 70 feet
D) dimensions: 35 feet by 50 feet
E) dimensions: 25 feet by 35 feet

A) dimensions: 50 feet by 70 feet
B) dimensions: 140 feet by 50 feet
C) dimensions: 25 feet by 70 feet
D) dimensions: 35 feet by 50 feet
E) dimensions: 25 feet by 35 feet
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78
A microbiologist must prepare a culture medium in which to grow a certain type of bacteria.The percent of salt contained in this medium is given by
Where x,y,and z are the nutrient solutions to be mixed in the medium.For the bacteria to grow,the medium must be 13% salt.Nutrient solutions x,y,and z cost $1,$2,and $3 per liter,respectively.How much of each nutrient solution should be used to minimize the cost of the culture medium?
A) 
B) 
C) 
D) 
E) 

Where x,y,and z are the nutrient solutions to be mixed in the medium.For the bacteria to grow,the medium must be 13% salt.Nutrient solutions x,y,and z cost $1,$2,and $3 per liter,respectively.How much of each nutrient solution should be used to minimize the cost of the culture medium?
A)

B)

C)

D)

E)

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79
Use Lagrange multipliers to find the minimum distance from the circle
to the point
Round your answer to the nearest tenth.
A) 13.2
B) 160.0
C) 173.7
D) 10.8
E) 116.8


A) 13.2
B) 160.0
C) 173.7
D) 10.8
E) 116.8
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80
Find three positive numbers x,y,and z whose sum is 18 and the sum of the squares is a minimum.
A)
B) 
C)
D) 
E) 
A)

B)

C)

D)

E)

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