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f(x, y),

dx+ dy;
dy

and du must vary in reference to both x and y; therefore we have

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dx dx dy'

dy2

efficients of u. The first is found by taking x alone variable, the third by taking y alone variable, and the second by differentiating u, first with respect to one of the quantities x and y as the variable, and the result with respect to the other as the variable. The higher differentials may be found in a similar manner.

Find the second differential of u =

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e* y*. d u dx dy

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and

=

d2 u dy"

12ey; hence we have

d'u= e* y* dx2+8ey3 dx dy + 12e y'dy'.

4 ey3,

MAXIMA AND MINIMA FUNCTIONS OF TWO VARIABLES,

58. Let u = f(x, y), where x and y are two independent variables; but we are at liberty to assume that y (= x) is a function of x, provided that x is any arbitrary function of x. Now since y is a function of x, we cannot regard y and x as varying uniformly, as in No. 57; hence if dr is considered as constant, dy must be regarded as variable, and differentiating on this supposition, we get

t du du du dy
= +

dx

=

d2 u
+2

t d2 u and dx2 d x2

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dx dy
d2 u dy du dy'

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. (1),

dx

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+
dx dy dx dy2' d x2

where the last term of (2) is found by considering

as variable, and dx

t du, t d'u, are the total differentials of u. Reasoning as in the case of maximum and minimum functions of one variable, it will be found that in case of either a maximum and minimum value of u, we must have

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case of a minimum, the exceptions being precisely the same as those mentioned in the case of a single variable (Art. 48).

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dy

0, we have by (1), being an arbitrary quantity,

dx

du

dx

dx

=

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Equation (4) reduces (2) to

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=

+2

+

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(5),

dx dy' d x2

d x2 dx dy

dx2 and the second member of (5) must, with the exception referred to, be negative in the case of a maximum, and positive in case of a minimum, not changing its sign whatever values may be attributed to x and y in the immediate vicinity of those which render u or f (x, y) a maximum or minimum. Put now the second member of (5) equal to zero, and

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Hence the second member of (5) will retain its sign unchanged if

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Consequently if u = f(x, y) be a maximum or minimum, we must

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d2 u
and be negative, u will be a maximum; but if both
dx2 d y2

are positive, u will be a minimum.

EXAMPLES.

1. To find the maximum and minimum values of u =

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41

2. The perimeter of a triangle is given equal to 2s; find the sides so that the area may be a maximum.

Let x, y, and 2 s the area is = √ {s (s

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-

y denote the three sides of the triangle; then x) (s− y) (x + y − s)}, which is to be a maximum. Its square will therefore be a maximum, and the logarithm of the square will also be a maximum; therefore

u = log s + log (s − x) + lög (s − y) + log (x + y − s) = a maximum;

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Whence we get x =

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s, and 2 s y

=

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=

0

=

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y = s; therefore the tri

angle is equilateral, and the test shows the area is then a maximum.
3. Find the dimensions of a rectangular reservoir, open at top, having
the least internal surface, its content being given equal to a3.
Let x = length of the base, and y its breadth; then xy = the area

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Hence

dx

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= a minimum.

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y, which shows that 3/2 a3 = a 3/2. Hence the

2 a3 = xy, and consequently x = square whose side is x =

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d2 u dx

d2 u

dy

=

a3

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α

3/2 2

=

d2 u dx dy

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(

=

1

- 1 =

3;

dx dy

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4 aR

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4. Inscribe in a given circle a polygon of n sides, having its area a

maximum.

Draw from the centre, O, of the given circle to the extremities of the successive sides of the polygon, the radii OA, OB, OC, etc., and denote the successive angles A OB, BOC, CO D, etc., by 01, 02, 03, etc., and the radius of the circle by r. Then the area of the isosceles triangle AO B = 72 sin 01, that of BOC = r2 sin 02, and so on; hence the entire area of the polygon will be r2 (sin 0, + sin

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4

hence, rejecting the constant multiplier, we get

u = sin 0, + sin 0, + sin 03 + . . + sin (2π

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du do1

Hence = cos 01

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du d02

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cos (2π − s), etc.;

but these partial differential coefficients are severally = 0; hence

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and the polygon has, therefore, all its sides and angles equal, and it is, therefore, a regular polygon.

5. Among all rectangular prisms, to determine that which, having a given volume a3, shall have the least surface.

Let x, y, z denote the three contiguous edges of the prism; then by the conditions

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which give x =

=

y = a, and thence z = a; therefore the prism is a cube. 6. Divide 24 into three parts, x, y, z, such that u = x y z3 may be a maximum. Ans. x = 4, y 8, and z = 12. 7. The surface of a rectangular parallelopiped is 2 a2; find when its volume is a maximum. Ans. x = y = z = a, or a cube whose side is a. 8. Inscribe the greatest parallelopiped in a given ellipsoid. Ans. If 2a, 2b, 2c, be the principal diameters of the ellipsoid,

2 a

26 3

2 c
3

then √3, √3, √3 are the edges of the greatest

3

parallelopiped.

9. When is u = x2 + xy + y2 - 9x6y a maximum or minimum?

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21, a minimum. 10. Show that the least polygon of a given number of sides which can be described about a given circle is a regular one.

SINGULAR VALUES OF FUNCTIONS.

59. The value of an explicit function can generally be determined by performing the operations indicated, but it sometimes happens that such a value may be given to the variable as shall render the determination of the value of the function impossible in the ordinary manner. Thus, if

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the usual way. Such values are termed singular values, and they may be easily determined by the method of limits. For since (39)

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Now as x approaches to zero, the second member of the last equation

1 1.2.3

1

; hence when x = O, we get u =

6

approaches to These singular values of functions may frequently be detected by the differential calculus in the following manner. Let v and z be the func

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0
be the function which takes the form
Now since u z =
udz + z du = dv;
dv

when

v, we get by differentiation

.(1).

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but when x = a, z = 0, therefore u =

If the value xa makes

the above process, gives u =

d (dv)

dz

=

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O and dz =

d2v

d(dz) d'z

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Continue this process till one of the differential coefficients becomes finite, when x = a, and the value of the function will be determined.

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dv = n cos n x dx-n dx cos n x+n2x sin n x dx = n2 x sin nx dx;

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The singular value of u, when x = O, is therefore

when x =

= 0.

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