Applied Calculus: UNIT II: Functions of Several Variables

Application Problems in Engineering

Functions of Several Variables

Solved Problems - Applied Calculus: Functions of Several Variables


APPLICATION PROBLEMS IN ENGINEERING

 

Example 54. Find the minimum value of x2+ y2+z2 when ax + by + cz = p.

Solution: Let f = x2 + y2 + z2

 Ø = ax + by + cz ‒ p

 u = f +λØ = (x2 + y2+z2) + λ(ax+by+cz‒p)

∂u/∂x = 2x +λa = 0  ... (1)

∂u/∂y = 2y+λb=0    ... (2)

∂u/∂z = 2z + λc = 0   …..(3)

∂u/∂λ = ax + by + cz‒p=0     ...(4)

From (1) we get x = ‒λa / 2        ...5)

From (2) we get y = ‒ λb / 2       ... (6)

From (3) we get z = ‒λc / 2         ... (7)

Substitute the values of x, y, z in (4) we get, a(‒λa / 2) + b(‒λb / 2) + c (‒λc / 2) = p;


 f = p2 / (a2 + b2 + c2)

 

Example 55. Find the minimum value of x2 + y2+z2 when x+y+z=3a.

Solution:

Let f = x2 + y2 + z2

 ϕ=x+y+z‒3a

 u = f +λϕ = x2 + y2 + z2 + λ(x + y + z‒3a)

∂u/∂x = 2x+λ = 0  .. (1)

∂u/∂z = 2y+ λ =0   ......(2)

∂u/∂y = 2z+λ=0   …(3)

∂u/∂λ = x+y+z‒3a = 0         ...... (4)

From (1) we get x = ‒λ/2         ...... (5)

From (2) we get y = ‒λ/2         ……..(6)

From (3) we get z = ‒λ/2       ……...(7)

Substitute the values of x, y, z in (4) we get, (‒λ/2) + (‒λ/2) + (‒λ/2) = 3a

 (‒3λ / 2) = 3a

 ∴ λ = ‒2a

Substitute the values of λ in (5), (6) and (7) we get,

x = a; y = a; z = a

 ∴ The minimum point is (a, a, a)

The minimum value of f = x2 + y2 + z2 = a2 + a2 + a2

 f = 3a2

 

Example 56. If u = (a3x2+b3y2+c3z2), where x‒1+y‒1+z‒1=1, show that the stationary values of u is given by x=Σa/a; y=Σb/b; z=Σc/c;

Solution:

Let f = a3x2 + b3y2 + c3z2

 ϕ = 1/x + 1/y + 1/z ‒ 1

 u = f + λϕ = (a3x2 + b3y2 + c3z2) + λ(1/x + 1/y + 1/z ‒ 1)


The stationary values are x=Σa/a; y=Σb/b; z=Σc/c;

 

Example 57. Find the maximum value of xmynzP when x + y + z = a.

Solution:

Let f = xmynzp

 ϕ = x+y+z‒a

 u = f + λϕ = xmynzP + λ (x + y + z‒a)


NOTE: If the Auxillary function u = f + λϕ contains the term xyz, then to find the values of x, y, z, we use the technique ∂u/∂x × x ‒ ∂u/∂y × y = 0 and ∂u/∂x × x ‒ ∂u/∂z × z = 0.

 

Example 58. Find the minimum value of x2 + y2+z2 when xyz = a3.

Solution:

Let f = x2 + y2 + z2

 ϕ = xyz ‒ a3

 u = f + λϕ = x2 + y2 + z2 + λ(xyz‒a3)

∂u/∂x = 2x + λyz = 0           ..... (1)

∂u/∂y = 2y + λxz = 0            .... (2)

∂u/∂z = 2z + λxy = 0              …(3)

∂u/∂λ = xyz ‒ a3 = 0                ...(4)

(1)×x − (2)×y 2x2 + λxyz ‒ 2y2 ‒ λxyz = 0

2x2 = 2y2    y= x              ………..(5)

(1)×x − (3)×z 2x2 + λxyz ‒ 2z2 – λxyz = 0

2x2 = 2z2 z = x      .....(6)

Substitute y, z in (4) we get, x3 = a3 x= a

(5) y = a;

(6) z = a

Minimum point is (a, a, a)

The minimum value f = x2+ y2+z2 = a2 + a2 + a2

The minimum value f = 3a2

 

Example 59. A rectangular box, open at the top is to have the volume of 32c.c. Find the dimensions of the box that requires the least material for its construction.

Solution:

 Let the dimensions of the box be x, y, z

Given volume = 32cc i.e. xyz = 32

Let ϕ = xyz‒32


Least material for its construction means to minimize the surface area.

Surface area = xy + 2yz + 2zx

Let f = xy +2yz + 2zx

 u = f + λø = (xy+2yz +2zx) + λ(xyz‒32)

∂u/∂x = y + 2z+λyz = 0            ...(1)

∂u/∂y = x + 2z + λxz = 0              ...(2)

∂u/∂z = 2y + 2x + λxy = 0              ...(3)

∂u/∂λ = xyz‒32=0                     ...(4)

 (1)×x ‒ (2)×y = xy + 2xz + λxyz ‒ xy‒2yz ‒ λxyz = 0

2xz = 2yz y = x       .....(5)

 (1)×x ‒ (3)×z = xy + 2xz + λxyz ‒ 2yz ‒ 2xz ‒ λxyz = 0

 xy = +2yz x= 2z

i.e. z = x/2               .....(6)

 (4) = x (x) (x/2) = 32

 x3 = 64      ⇒      x = 4

(5) y = 4;

(6) z = 2

Length = 4cm;

Breadth = 4cm;

Height = 2cm

 

Example 60. Find the dimensions of a rectangular box, without top of maximum capacity and surface area 432 square meters.

Solution: Let the dimensions of the box be x, y, z

Given surface area = 432

xy+2yz + 2zx = 432

Let ϕ = xy + 2yz + 2zx ‒ 432

We have to maximize the capacity (Volume)


Volume = xyz.

Let f = xyz

 u = f + λϕ = xyz + λ(xy + 2yz + 2zx − 432)

∂u/∂x = yz + λy + 2λz = 0        ... (1)

∂u/∂y = xz + λx + 2λz = 0      ... (2)

∂u/∂z = xy + 2λy + 2λx = 0       ...(3)

∂u/∂λ = xy + 2yz + 2zx ‒ 432 = 0... (4)

 (1)×x ‒ (2)×y

xyz + λxy+2λxz‒xyz ‒ λxy ‒ 2λyz = 0

 2λxz = 2λyz

y = x                 ...... (5)

(1)×x − (3)×z

xyz + λxy + 2λxz ‒ xyz ‒ 2λyz – 2λxz = 0

 λxy = 2λzy

z = x/2           ….(6)

Substitute the values of y, z in (4) we get,

 x2 + 2x(x/2) + 2(x/2)x ‒ 432= 0

 3x2 = 432 x2 = 144

x = 12

(5) y = 12

(6) z = 12/2 = 6

Length = 12m;

breadth = 12m;

height = 6m

 

Example 61. Find the volume of the greatest rectangular parallelepiped inscribed in the ellipsoid whose equation is x2/a2 + y2/b2 + z2/c2 =1

Solution: Let 2x, 2y, 2z be the dimensions of the rectangular box.


Maximum point is = 8abc / 3√3

 

Example 62. Prove that the rectangular solid of maximum volume which can be inscribes in a sphere is a cube.

Solution:

Let the equation of the sphere be x2 + y2 + z2 = a2

Let ϕ = x2 + y2 + z2a2

Let 2x, 2y, 2z be the dimensions of the rectangular parallelopiped.


Volume 2x 2y 2z = 8xyz

Let f = 8xyz

 u =  f + λϕ = 8xyz + λ(x2 + y2 + z2a2)

∂u/∂x = 8yż + λ2x = 0    ..... (1)

∂u/∂y = 8xz + λ2y = 0     ..... (2)

∂u/∂z = 8xy + λ2z = 0     ...(3)

∂u/∂λ = x2 + y2 + z2a2 = 0    ... (4)

 (1)×x − (2)×y y=x         ……….(5)

 (1)×x − (3)×z z = x        ……..(6)

Substitute the values of y and z in (4), we get

 x2 + x2 + x2a2 = 0

x2 = a2/3

i.e. x = a/√3

 (5) y = a/√3

(6) z = a/√3

x = y = z = a/√3

Since the three sides are equal, the given surface is a cube.

 

Example 63. The temperature T(x, y, z)at any point in space is T = 400 xyz2. Find the highest temperature on the surface of the sphere x2 + y2 + z2 = 1.

Solution: Let f = 400xyz2; ϕ= x2 + y2+z2‒1

 u = f + λϕ = (400 x y z2) + λ(x2 + y2 + z2 − 1)

∂u/∂x = 400yz2 + 2λx = 0       ...(1)

∂u/∂y = 400xz2 + 2λy = 0     ... (2)

∂u/∂z = 800xyz +2λz = 0        ... (3)

∂u/∂λ = x2 + y2 + z2 − 1 = 0       ... (4)

(1)×x ‒ (2)×y 400xyz2 + 2λx2 ‒ 400xyz2 ‒ 2λy2=0

x2 = y2 y = x     ……(5)

 (1)×2x − (3)×z 800xyz2 + 4λx2 ‒ 800xyz2 ‒ 2λz2 = 0

x2 = 2λz2   z = √2x       ... (6)

Substitute the values of y, z in (4) we get, x2 + x2 + 2x2 = 1

x2 = 1/4,

x = 1/2,

(5) y = 1/2

(6) z = 1/√2

The highest temperature is f = 400xyz2

 f = 400(1/2)(1/2)(1/2) = 50

The highest temperature is 50°C

 

Example 64. Find the greatest and the least distances of the point (3,4,12) from the unit sphere whose center is at the origin.

Solution: Equation of unit sphere with center at the origin is x2 + y2+z2 = 1

Let Q(3,4,12) be the given point and P(x, y, z) be any point on the unit sphere

 d = PQ = √[ (x−3)2 + (y−4)2 + (z–12)2 ]

We have to minimize d i.e. minimize d2

 f = (x − 3)2 + (y−4)2 + (z ‒ 12)2;

 ϕ = x2 + y2 + z2 ‒ 1

 u = f + λϕ = [(x‒3)2 + (y‒4)2 + (z‒2)2] + λ(x2 + y2+z2‒1)

∂u/∂x = 2(x‒3) + 2λx = 0          ... (1)

∂u/∂y = 2(y‒4) + 2λy = 0         ... (2)

∂u/∂z = 2(z‒12) + 2λz = 0        ... (3)

∂u/∂λ = x2 + y2 + z2 − 1 = 0       ... (4)

 (1) x = 3/(1+λ)         ……(5)

 (2) y = 4/(1+λ)         ……(6)

 (3) z = 12/(1+λ)         ……(7)

Substitute x,y,z in (4) we get,

Shortest distance = 12; Longest distance = 14

 

Example 65. Find the length of the shortest distance from the point (0,0,25/9) to the surface z = xy.

Solution: Given surface is z = xy.

Let Q(0,0,25/9) be the given point and P(x, y, z) be any point on the given surface.

 d = PQ = √[ (x − 0)2 + (y − 0)2 + (z ‒ 25/9)2 ]

We have to minimize d i.e. minimize d2

 f = x2 + y2 + (z – 25/9)2;

 ϕ = z − xy

 u = f + λϕ = x2 + y2 + (z – 25/9)2 + λ(z − xy)

∂u/∂x = 2x‒λy= 0   ... (1)

∂u/∂y = 2y‒λx = 0    ... (2)

∂u/∂z = 2(z ‒ 25/9) + λ = 0     ... (3)

∂u/∂λ = z − xy = 0     ... (4)

 (1) λ = 2x/y        ... (5)

 (2) λ = 2y/x        ... (6)

From (5) and (6), we get

2x / y = 2y / x

x2 = y2

 x = ±y               ... (7)

Case 1: x = y

 (5) λ = 2

 (4) z = x2          ... (8)

 (3) 2(z ‒ 25/9) + 2 = 0

2(z ‒ 25/9) = ‒2

 z ‒ 25/9 = ‒1

z  = ‒1 + 25/9

z  = 16/9

 (8)  x2 = 16/9

x = ± 4/3

y = ± 4/3

 d = √[ (4/3)2 + (4/3)2 + (16/9 ‒ 25/9)2 ]

 = √41 / 3

Case 2x = ‒y

(5)  λ = ‒2

(4) z = ‒ x2           ... (9)

(3) 2(z ‒ 25/9) ‒2 = 0

2(z‒ 25/9) = 2

 z ‒ 25/9 = 1

 z = 1 + 25/9

 z = 34/9

 (9) x2 = ‒34 / 9

which gives a complex value. Hence this case is not possible.

.. Shortest distance = √41 / 3

 

Example 66. Find the minimum distance of the point (1,2,0) from the cone x2+ y2z2 = 0.

Solution: Let P(x, y, z) be the point on the cone therefore the distance between (x, y, z) and Q(1,2,0)

 d = PQ = √ [ (x‒1)2 + (y‒2)2 + (z‒0)2 ]

Let u = (x‒1)2 + (y‒2)2 + (z)2 subject to x2 + y2 z2 = 0

We have to minimize d i.e. minimize d2

 f = (x‒1)2 + (y‒2)2 + (z)2;

 ϕ = x2+ y2z2

 u = f + λϕ = [(x‒1)2 + (y‒2)2 + (z)2]+ λ(x2+y2z2)

∂u/∂x = 2(x‒1) + 2λx = 0    ... (1)

∂u/∂y = 2(y − 2) + 2λy = 0    ... (2)

∂u/∂z = 2z ‒ 2λz = 0            ... (3)

∂u/∂λ = x2+ y2z2 = 0...(4)

 (1) x = 1/ (1+λ)          ……(5)

(2) y = 2 / (1+λ)          ……(6)

(3) 2z(1‒λ) = 0

 z≠0,λ=1.         ……(7)

Substitute x, y, z in (4) we get,

(5) x = 1/2

(6) y=1

substituting the values of x,y in

 x2+ y2z2

we get

z = ± √5/2

 d = √ [ ( 1/2 − 1)2 + (1‒2)2 + 5/4 ] = √(10/4) = √(5/2)

Minimum distance = 12

 

 

EXERCISE

 

62. Examine the extreme values of the following


 

63. Find the points on the surface z2 = xy + 1 nearest to the origin.

Ans: (0,0,1), (0,0, ‒1),

 

64. Find the minimum value of the function x2 + y2 + z2 subject to the condition:

(i) ax + by + cz = a+b+c Ans: ((a+b+c)2) / a2+b2c2 )

(ii) xy + yz + zx = 3a2 Ans: 3a2at (a, a, a) and (‒a, ‒a, ‒a)

 

65. Find the minimum value of the function ax + by + cz subject to the condition a2/x + b2/y + c2/z = 1 Ans: f = (a3/2 + b3/2 + c3/2)2

 

66. Prove that of all the rectangular parallelopipeds of the same volume, the cubes have the least surface.

 

67. Prove that of all rectangular parallelopipeds of given surface cube has the maximum volume.

 

68. The temperature T at any point (x, y, z) in space is T = 400xyz2. Find the highest temperature on the surface of the sphere x2 + y2 + z2 = a2 Ans: ka4 / 8

In a triangle ABC, find the maximum value of cos A cos B cos C. Ans: f = 1/8

 

69. Find the shortest distance from the point (1,2,2) to the sphere x2 + y2 + z2 = 36 Ans: 3

 

70. Find the shortest and longest distances from the point (1,2,‒1) to the sphere x2 + y2 + z2 = 24 Ans: √6, 3√6

 

71. Find the dimensions of the rectangular box without top of maximum capacity and surface area 108 square meters. Ans: l = 6cm, b = 6cm, h = 3cm

 

72. Find the dimensions of the rectangular parallelopiped without top of given surface area, which has greatest volume.

Ans: Length = √(k/3); breadth = √(k/3); height = ½√(k/3)

 

73. A rectangular box opens at the top, is to have a given capacity. Find the dimensions of the box requiring least material for construction. (or)

A rectangular box opens at the top, is to have a given volume. Find the dimensions so that the surface area of the tank is minimum.

Ans: Length = 21/3k1/3; breadth = 21/3k1/3; height = 2‒2/3k1/3;

 

74. Find the foot of the perpendicular from the origin on the plane 2x + 3y ‒ z = 5. Ans: The foot of the perpendicular = (5/7, 15/14, ‒5/14)

 

75. Find the extreme value of the function x2 + y2 + z2 subject to the condition: Ans: x + y + z = 3a

 

76. Divide 24 into three parts such that the continued product of first, square of the second and cube of the third may be maximum. Ans: 4,8,12

 

Applied Calculus: UNIT II: Functions of Several Variables : Tag: Applied Calculus : Functions of Several Variables - Application Problems in Engineering


Applied Calculus: UNIT II: Functions of Several Variables



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