GEOMETRICAL MEANING OF DIFFERENTIATION.
It is useful to consider what geometrical meaning can be given to the
differential coefficient.
In the first place, any function of x, such, for example, as x2, or √x, or ax + b, can be plotted as a curve; and nowadays every schoolboy is familiar with the process of curve-plotting.
R
Q
O
dx
x
y
dx
Y
dy
P
X
Fig. 7.
Let PQR, in Fig. 7, be a portion of a curve plotted with respect to the axes of coordinates OX and OY . Consider any point Q on this curve, where the abscissa of the point is x and its ordinate is y. Now observe how y changes when x is varied. If x is made to increase by
a small increment dx, to the right, it will be observed that y also (in this particular curve) increases by a small increment dy (because this particular curve happens to be an ascending curve). Then the ratio of dy to dx is a measure of the degree to which the curve is sloping up between the two points Q and T . As a matter of fact, it can be seen on the figure that the curve between Q and T has many different slopes, so that we cannot very well speak of the slope of the curve between Q and T . If, however, Q and T are so near each other that the small
portion QT of the curve is practically straight, then it is true to say that
dy
the ratio
is the slope of the curve along QT . The straight line QT
dx
produced on either side touches the curve along the portion QT only,
and if this portion is indefinitely small, the straight line will touch the curve at practically one point only, and be therefore a tangent to the curve.
This tangent to the curve has evidently the same slope as QT , so
dy
that
dx
is the slope of the tangent to the curve at the point Q for which
dy
the value of
is found.
dx
We have seen that the short expression “the slope of a curve” has
no precise meaning, because a curve has so many slopes—in fact, every small portion of a curve has a different slope. “The slope of a curve at a point ” is, however, a perfectly defined thing; it is the slope of a very small portion of the curve situated just at that point; and we have seen that this is the same as “the slope of the tangent to the curve at that point.”
Observe that dx is a short step to the right, and dy the correspond- ing short step upwards. These steps must be considered as short as
possible—in fact indefinitely short,—though in diagrams we have to represent them by bits that are not infinitesimally small, otherwise they could not be seen.
We shall hereafter make considerable use of this circumstance that
dy
represents the slope of the curve at any point.
dy
dx
dx
Y
O
X
Fig. 8.
If a curve is sloping up at 45◦ at a particular point, as in Fig. 8, dy
dy
and dx will be equal, and the value of
= 1.
dx
If the curve slopes up steeper than 45◦ (Fig. 9), dy
dx
will be greater
than 1.
If the curve slopes up very gently, as in Fig. 10, smaller than 1.
dy
will be a fraction
dx
For a horizontal line, or a horizontal place in a curve, dy = 0, and
dy
therefore
= 0.
dx
If a curve slopes downward, as in Fig. 11, dy will be a step down,
dy
and must therefore be reckoned of negative value; hence
negative sign also.
will have
dx
Y
O
X
dy
dx
dy
dx
Y
O
X
Fig. 9. Fig. 10.
If the “curve” happens to be a straight line, like that in Fig. 12, the
dy
value of
will be the same at all points along it. In other words its
dx
slope is constant.
If a curve is one that turns more upwards as it goes along to the
dy
right, the values of
will become greater and greater with the in-
dx
creasing steepness, as in Fig. 13.
If a curve is one that gets flatter and flatter as it goes along, the
dy
values of
will become smaller and smaller as the flatter part is
dx
Y
y
O
x
dx
X
Q dx
dy
Fig. 11.
Y
dy
O
X
dx
dy
dx
dy
dx
Fig. 12.
Y
dy
dx
dy
dy
dx
dx
O
X
Fig. 13.
reached, as in Fig. 14.
If a curve first descends, and then goes up again, as in Fig. 15,
dy
presenting a concavity upwards, then clearly
dx
will first be negative,
with diminishing values as the curve flattens, then will be zero at the
point where the bottom of the trough of the curve is reached; and from
dy
this point onward
will have positive values that go on increasing. In
dx
such a case y is said to pass by a minimum. The minimum value of y is
not necessarily the smallest value of y, it is that value of y corresponding to the bottom of the trough; for instance, in Fig. 28 (p. 99), the value of y corresponding to the bottom of the trough is 1, while y takes
Y
O
X
Y
y min.
O
X
Fig. 14. Fig. 15.
elsewhere values which are smaller than this. The characteristic of a minimum is that y must increase on either side of it.
N.B.—For the particular value of x that makes y a minimum, the
dy
value of
= 0.
dx
dy
If a curve first ascends and then descends, the values of
dx
will be
positive at first; then zero, as the summit is reached; then negative,
3
as the curve slopes downwards, as in Fig. 16. In this case y is said to pass by a maximum, but the maximum value of y is not necessarily the greatest value of y. In Fig. 28, the maximum of y is 21 , but this is by no means the greatest value y can have at some other point of the curve.
N.B.—For the particular value of x that makes y a maximum, the
dy
value of
= 0.
dx
dy
If a curve has the peculiar form of Fig. 17, the values of
will
dx
always be positive; but there will be one particular place where the
dy
slope is least steep, where the value of
will be a minimum; that is,
dx
less than it is at any other part of the curve.
X
Y
y max.
O
Y
O
X
Fig. 16. Fig. 17.
If a curve has the form of Fig. 18, the value of
dy
will be negative
dx
in the upper part, and positive in the lower part; while at the nose of
dy
the curve where it becomes actually perpendicular, the value of
be infinitely great.
will
dx
Y
dx
dy
Q
dy
dx
O
X
Fig. 18.
dy
Now that we understand that
dx
measures the steepness of a curve
at any point, let us turn to some of the equations which we have already
learned how to differentiate.
- As the simplest case take this:
y = x + b.
It is plotted out in Fig. 19, using equal scales for x and y. If we put x = 0, then the corresponding ordinate will be y = b; that is to say, the “curve” crosses the y-axis at the height b. From here it ascends at 45◦;
Y
dy
dx
b
O
X
b
Fig. 19. Fig. 20.
for whatever values we give to x to the right, we have an equal y to ascend. The line has a gradient of 1 in 1.
Now differentiate y = x + b, by the rules we have already learned
dy
(pp. 21 and 25 ante), and we get
= 1.
dx
The slope of the line is such that for every little step dx to the right,
we go an equal little step dy upward. And this slope is constant—always the same slope.
- Take another case:
y = ax + b.
We know that this curve, like the preceding one, will start from a
height b on the y-axis. But before we draw the curve, let us find its
dy
slope by differentiating; which gives
dx
= a. The slope will be constant,
at an angle, the tangent of which is here called a. Let us assign to a
3
some numerical value—say 1 . Then we must give it such a slope that it ascends 1 in 3; or dx will be 3 times as great as dy; as magnified in Fig. 21. So, draw the line in Fig. 20 at this slope.
Fig. 21.
- Now for a slightly harder case.
Let y = ax2 + b.
Again the curve will start on the y-axis at a height b above the origin.
Now differentiate. [If you have forgotten, turn back to p. 25; or, rather, don’t turn back, but think out the differentiation.]
dy
= 2ax.
dx
This shows that the steepness will not be constant: it increases as
x increases. At the starting point P , where x = 0, the curve (Fig. 22)
has no steepness—that is, it is level. On the left of the origin, where x dy
has negative values,
will also have negative values, or will descend
dx
from left to right, as in the Figure.
Y
R
Q
P
b
O
X
Fig. 22.
Let us illustrate this by working out a particular instance. Taking the equation
4
y = 1 x2 + 3,
and differentiating it, we get
2
dy = 1 x. dx
Now assign a few successive values, say from 0 to 5, to x; and calculate
dy
the corresponding values of y by the first equation; and of
dx
second equation. Tabulating results, we have:
from the
x
0
1
2
3
4
5
y
3
31
4
4
51
4
7
91
4
dy
dx
0
1
2
1
11
2
2
21
2
Then plot them out in two curves, Figs. 23 and 24, in Fig. 23 plotting
dy
the values of y against those of x and in Fig. 24 those of
against
dx
those of x. For any assigned value of x, the height of the ordinate in
the second curve is proportional to the slope of the first curve.
y
9
8
7
6
5
1 x2
4
b
x
y =
1
x
2
+ 3
4
dy
dx
5
4
3
2
−3 −2 −1 1
0 1 2 3 4 5
dy
dx
=
1
2
x
x
−3 −2 −1 0 1 2 3 4 5
Fig. 23. Fig. 24.
If a curve comes to a sudden cusp, as in Fig. 25, the slope at that point suddenly changes from a slope upward to a slope downward. In
X
O
Y
that case
Fig. 25.
dy
will clearly undergo an abrupt change from a positive to
dx
a negative value.
The following examples show further applications of the principles just explained.
- Find the slope of the tangent to the curve
1
y = + 3,
2x
at the point where x = −1. Find the angle which this tangent makes with the curve y = 2x2 + 2.
The slope of the tangent is the slope of the curve at the point where
dy
they touch one another (see p. 76); that is, it is the
of the curve for
dx
dy 1 dy 1
that point. Here = − and for x = −1, = −
, which is the
dx 2x2 dx 2
slope of the tangent and of the curve at that point. The tangent, being
dy
a straight line, has for equation y = ax + b, and its slope is
= a,
dx
hence a = −1. Also if x = −1, y = 1 + 3 = 21 ; and as the
2 2(−1) 2
tangent passes by this point, the coordinates of the point must satisfy
the equation of the tangent, namely
1
y = −2 x + b,
so that 21 = −1 × (−1) + b and b = 2; the equation of the tangent is
2 2
1
therefore y = −2 x + 2.
Now, when two curves meet, the intersection being a point com- mon to both curves, its coordinates must satisfy the equation of each one of the two curves; that is, it must be a solution of the system of simultaneous equations formed by coupling together the equations of the curves. Here the curves meet one another at points given by the
solution of
y = 2x2 + 2,
2
2
y = −1 x + 2 or 2x2 + 2 = −1 x + 2;
2
that is, x(2x + 1 ) = 0.
4
This equation has for its solutions x = 0 and x = −1 . The slope of
the curve y = 2x2 + 2 at any point is
dy
= 4x.
dx
For the point where x = 0, this slope is zero; the curve is horizontal.
For the point where
1
x = −4 ,
dy
dx = −1;
hence the curve at that point slopes downwards to the right at such an angle θ with the horizontal that tan θ = 1; that is, at 45◦ to the horizontal.
2
The slope of the straight line is −1 ; that is, it slopes downwards to
2
the right and makes with the horizontal an angle ϕ such that tan ϕ = 1 ; that is, an angle of 26◦ 34′. It follows that at the first point the curve cuts the straight line at an angle of 26◦ 34′, while at the second it cuts it at an angle of 45◦ − 26◦ 34′ = 18◦ 26′.
- A straight line is to be drawn, through a point whose coordinates are x = 2, y = −1, as tangent to the curve y = x2 − 5x + 6. Find the
coordinates of the point of contact.
The slope of the tangent must be the same as the that is, 2x − 5.
dy
of the curve;
dx
The equation of the straight line is y = ax+b, and as it is satisfied for
dy
the values x = 2, y = −1, then −1 = a×2+b; also, its dx = a = 2x−5.
The x and the y of the point of contact must also satisfy both the equation of the tangent and the equation of the curve.
We have then
y = x2 − 5x + 6, (i)
y = ax + b, (ii)
four equations in a, b, x, y.
−1 = 2a + b, (iii)
a = 2x − 5, (iv)
Equations (i) and (ii) give x2 − 5x + 6 = ax + b.
Replacing a and b by their value in this, we get
x2 − 5x + 6 = (2x − 5)x − 1 − 2(2x − 5),
which simplifies to x2 − 4x + 3 = 0, the solutions of which are: x = 3 and x = 1. Replacing in (i), we get y = 0 and y = 2 respectively; the two points of contact are then x = 1, y = 2, and x = 3, y = 0.
Note.—In all exercises dealing with curves, students will find it ex- tremely instructive to verify the deductions obtained by actually plot- ting the curves.
Exercises VIII. (See page 256 for Answers.)
4
- Plot the curve y = 3 x2 −5, using a scale of millimetres. Measure at points corresponding to different values of x, the angle of its slope.
Find, by differentiating the equation, the expression for slope; and see, from a Table of Natural Tangents, whether this agrees with the measured angle.
- Find what will be the slope of the curve
y = 0.12x3 − 2,
at the particular point that has as abscissa x = 2.
-
If y = (x − a)(x − b), show that at the particular point of the
2
dy
curve where
dx
= 0, x will have the value 1 (a + b).
dy
- Find the
dx
of the equation y = x3 + 3x; and calculate the
dy
numerical values of
2
dx
for the points corresponding to x = 0, x = 1 ,
x = 1, x = 2.
- In the curve to which the equation is x2 + y2 = 4, find the values of x at those points where the slope = 1.
- Find the slope, at any point, of the curve whose equation is
x2 y2
32 + 22 = 1; and give the numerical value of the slope at the place
where x = 0, and at that where x = 1.
- The equation of a tangent to the curve y = 5 − 2x + 0.5x3, being of the form y = mx + n, where m and n are constants, find the value of m and n if the point where the tangent touches the curve has x = 2 for abscissa.
- At what angle do the two curves
y = 3.5x2 + 2 and y = x2 − 5x + 9.5 cut one another?
- Tangents to the curve y = ±√25 − x2 are drawn at points for which x = 3 and x = 4. Find the coordinates of the point of intersection of the tangents and their mutual inclination.
-
A straight line y = 2x − b touches a curve y = 3x2 + 2 at one point. What are the coordinates of the point of contact, and what is the value of b?