up | next | prev | ptail | tail |
110. Derivatives or Differential Coefficients. Let us return to the consideration of the properties which we naturally associate with the notion of a curve. The first and most obvious property is, as we saw in the last chapter, that which gives a curve its appearance of connectedness, and which we embodied in our definition of a continuous function.
The ordinary curves which occur in elementary geometry, such as straight lines, circles and conic sections, have of course many other properties of a general character. The simplest and most noteworthy of these is perhaps that they have a definite direction at every point, or what is the same thing, that at every point of the curve we can draw a tangent to it. The reader will probably remember that in elementary geometry the tangent to a curve at is defined to be ‘the limiting position of the chord , when moves up towards coincidence with ’. Let us consider what is implied in the assumption of the existence of such a limiting position.
In the figure (Fig. 36) is a fixed point on the curve, and a variable point; , are parallel to and to . We denote the coordinates of by , and those of by , : will be positive or negative according as lies to the right or left of .
We have assumed that there is a tangent to the curve at , or that there is a definite ‘limiting position’ of the chord . Suppose that , the tangent at , makes an angle with . Then to say that is the limiting position of is equivalent to saying that the limit of the angle is , when approaches along the curve from either side. We have now to distinguish two cases, a general case and an exceptional one.
The general case is that in which is not equal to , so that is not parallel to . In this case tends to the limit , and
tends to the limit . Now and so(1) |
The reader should be careful to note that in all these equations all lengths are regarded as affected with the proper sign, so that (e.g.) is negative in the figure when lies to the left of ; and that the convergence to the limit is unaffected by the sign of .
Thus the assumption that the curve which is the graph of has a tangent at , which is not perpendicular to the axis of , implies that has, for the particular value of corresponding to , the property that tends to a limit when tends to zero.
This of course implies that both of
tend to limits when by positive values only, and that the two limits are equal. If these limits exist but are not equal, then the curve has an angle at the particular point considered, as in Fig. 37.Now let us suppose that the curve has (like the circle or ellipse) a tangent at every point of its length, or at any rate every portion of its length which corresponds to a certain range of variation of . Further let us suppose this tangent never perpendicular to the axis of : in the case of a circle this would of course restrict us to considering an arc less than a semicircle. Then an equation such as (1) holds for all values of which fall inside this range. To each such value of corresponds a value of : is a function of , which is defined for all values of in the range of values under consideration, and which may be calculated or derived from the original function . We shall call this function the derivative or derived function of , and we shall denote it by
Another name for the derived function of is the differential coefficient of ; and the operation of calculating from is generally known as differentiation. This terminology is firmly established for historical reasons: see § 115.
Before we proceed to consider the special case mentioned above, in which , we shall illustrate our definition by some general remarks and particular illustrations.
111. Some general remarks. (1) The existence of a derived function for all values of in the interval implies that is continuous at every point of this interval. For it is evident that cannot tend to a limit unless , and it is this which is the property denoted by continuity.
(2) It is natural to ask whether the converse is true, i.e. whether every continuous curve has a definite tangent at every point, and
every function a differential coefficient for every value of for which it is continuous.63 The answer is obviously No: it is sufficient to consider the curve formed by two straight lines meeting to form an angle (Fig. 37). The reader will see at once that in this case has the limit when by positive values and the limit when by negative values.
This is of course a case in which a curve might reasonably be said to have two directions at a point. But the following example, although a little more difficult, shows conclusively that there are cases in which a continuous curve cannot be said to have either one direction or several directions at one of its points. Draw the graph (Fig. 14, p. 164) of the function . The function is not defined for , and so is discontinuous for . On the other hand the function defined by the equations
is continuous for (Exs. XXXVII. 14, 15), and the graph of this function is a continuous curve.But has no derivative for . For would be, by definition, or ; and no such limit exists.
It has even been shown that a function of may be continuous and yet have no derivative for any value of , but the proof of this is much more difficult. The reader who is interested in the question may be referred to Bromwich’s Infinite Series, pp. 490–1, or Hobson’s Theory of Functions of a Real Variable, pp. 620–5.
(3) The notion of a derivative or differential coefficient was suggested to us by geometrical considerations. But there is nothing geometrical in the notion itself. The derivative of a function may be defined, without any reference to any kind of geometrical representation of , by the equation
and has or has not a derivative, for any particular value of , according as this limit does or does not exist. The geometry of curves is merely one of many departments of mathematics in which the idea of a derivative finds an application.Another important application is in dynamics. Suppose that a particle is moving in a straight line in such a way that at time its distance from a fixed point on the line is . Then the ‘velocity of the particle at time ’ is by definition the limit of
as . The notion of ‘velocity’ is in fact merely a special case of that of the derivative of a function.Examples XXXIX. 1. If is a constant then . Interpret this result geometrically.
2. If then . Prove this (i) from the formal definition and (ii) by geometrical considerations.
3. If , where is a positive integer, then .
[For
The reader should observe that this method cannot be applied to , where is a rational fraction, as we have no means of expressing as a finite series of powers of . We shall show later on (§118) that the result of this example holds for all rational values of . Meanwhile the reader will find it instructive to determine when has some special fractional value (e.g. ), by means of some special device.]
4. If , then ; and if , then .
[For example, if , we have
the limit of which, when , is , since (the cosine being a continuous function) and (Ex. XXXVI. 13).]5. Equations of the tangent and normal to a curve . The tangent to the curve at the point is the line through which makes with an angle , where . Its equation is therefore
and the equation of the normal (the perpendicular to the tangent at the point of contact) is We have assumed that the tangent is not parallel to the axis of . In this special case it is obvious that the tangent and normal are and respectively.6. Write down the equations of the tangent and normal at any point of the parabola . Show that if , , then the tangent at is .
112. We have seen that if is not continuous for a value of then it cannot possibly have a derivative for that value of . Thus such functions as or , which are not defined for , and so necessarily discontinuous for , cannot have derivatives for . Or again the function , which is discontinuous for every integral value of , has no derivative for any such value of .
Example. Since is constant between every two integral values of , its derivative, whenever it exists, has the value zero. Thus the derivative of , which we may represent by , is a function equal to zero for all values of save integral values and undefined for integral values. It is interesting to note that the function has exactly the same properties.
We saw also in Ex. XXXVII. 7 that the types of discontinuity which occur most commonly, when we are dealing with the very simplest and most obvious kinds of functions, such as polynomials or rational or trigonometrical functions, are associated with a relation of the type
or . In all these cases, as in such cases as those considered above, there is no derivative for certain special values of .In fact, as was pointed out in § 111, (1), all discontinuities of are also discontinuities of . But the converse is not true, as we may easily see if we return to the geometrical point of view of § 110 and consider the special case, hitherto left aside, in which the graph of has a tangent parallel to . This case may be subdivided into a number of cases, of which the most typical are shown in Fig. 38. In cases (c) and (d) the function is two valued on one side of and not defined on the other. In such cases we may consider the two sets of values of , which occur on one side of or the other, as defining distinct functions and , the upper part of the curve corresponding to .
The reader will easily convince himself that in (a)
as , and in (b) while in (c) and in (d) though of course in (c) only positive and in (d) only negative values of can be considered, a fact which by itself would preclude the existence of a derivative.We can obtain examples of these four cases by considering the functions defined by the equations
the special value of under consideration being .113. Some general rules for differentiation. Throughout the theorems which follow we assume that the functions and have derivatives and for the values of considered.
(1) If , then has a derivative
(2) If , where is a constant, then has a derivative
We leave it as an exercise to the reader to deduce these results from the general theorems stated in Ex. XXXV. 1.
(3) If , then has a derivative
For
(4) If , then has a derivative
In this theorem we of course suppose that is not equal to zero for the particular value of under consideration. Then
(5) If , then has a derivative
This follows at once from (3) and (4).
(6) If , then has a derivative
For let
Then as , and . AndThis theorem includes (2) and (4) as special cases, as we see on taking or . Another interesting special case is that in which : the theorem then shows that the derivative of is .
Our last theorem requires a few words of preliminary explanation. Suppose that , where is continuous and steadily increasing (or decreasing), in the stricter sense of § 95, in a certain interval of values of . Then we may write , where is the ‘inverse’ function (§ 109) of .
(7) If , where is the inverse function of , so that , and has a derivative which is not equal to zero, then has a derivative
For if , then as , and
The last function may now be expressed in terms of by means of the relation , so that is the reciprocal of . This theorem enables us to differentiate any function if we know the derivative of the inverse function.114. Derivatives of complex functions. So far we have supposed that is a purely real function of . If is a complex function , then we define the derivative of as being . The reader will have no difficulty in seeing that Theorems (1)–(5) above retain their validity when is complex. Theorems (6) and (7) have also analogues for complex functions, but these depend upon the general notion of a ‘function of a complex variable’, a notion which we have encountered at present only in a few particular cases.
115. The notation of the differential calculus. We have already explained that what we call a derivative is often called a differential coefficient. Not only a different name but a different notation is often used; the derivative of the function is often denoted by one or other of the expressions
Of these the last is the most usual and convenient: the reader must however be careful to remember that does not mean ‘a certain number divided by another number ’: it means ‘the result of a certain operation or applied to ’, the operation being that of forming the quotient and making .Of course a notation at first sight so peculiar would not have been adopted without some reason, and the reason was as follows. The denominator of the fraction is the difference of the values , of the independent variable ; similarly the numerator is the difference of the corresponding values , of the dependent variable . These differences may be called the increments of and respectively, and denoted by and . Then the fraction is , and it is for many purposes convenient to denote the limit of the fraction, which is the same thing as , by . But this notation must for the present be regarded as purely symbolical. The and which occur in it cannot be separated, and standing by themselves they would mean nothing: in particular and do not mean and , these limits being simply equal to zero. The reader will have to become familiar with this notation, but so long as it puzzles him he will be wise to avoid it by writing the differential coefficient in the form , or using the notation , , as we have done in the preceding sections of this chapter.
In Ch. VII, however, we shall show how it is possible to define the symbols and in such a way that they have an independent meaning and that the derivative is actually their quotient.
The theorems of § 113 may of course at once be translated into this notation. They may be stated as follows:
(1) if , then
(2) if , then
(3) if , then
(4) if , then
(5) if , then
(6) if is a function of , and a function of , then
and if then In particular, if , then ; and if , then , as was proved otherwise in Ex. XXXIX. 3.2. If then
In particular, if , then .116. Standard forms. We shall now investigate more systematically the forms of the derivatives of a few of the the simplest types of functions.
A. Polynomials. If , then
It is sometimes more convenient to use for the standard form of a polynomial of degree in what is known as the binomial form, viz. In this caseThe binomial form of is often written symbolically as
and thenWe shall see later that can always be expressed as the product of factors in the form
where the ’s are real or complex numbers. Then the notation implying that we form all possible products of factors, and add them all together. This form of the result holds even if several of the numbers are equal; but of course then some of the terms on the right-hand side are repeated. The reader will easily verify that if thenExamples XLI. 1. Show that if is a polynomial then is the coefficient of in the expansion of in powers of .
2. If is divisible by , then is divisible by : and generally, if is divisible by , then is divisible by .
3. Conversely, if and are both divisible by , then is divisible by ; and if is divisible by and by , then is divisible by .
4. Show how to determine as completely as possible the multiple roots of , where is a polynomial, with their degrees of multiplicity, by means of the elementary algebraical operations.
[If is the highest common factor of and , the highest common factor of and , that of and , and so on, then the roots of are the double roots of , the roots of the treble roots, and so on. But it may not be possible to complete the solution of , , …. Thus if then and ; and we cannot solve the first equation.]
5. Find all the roots, with their degrees of multiplicity, of
6. If has a double root, i.e. is of the form , then must be divisible by , so that . This value of must satisfy . Verify that the condition thus arrived at is .
7. The equation can have a pair of equal roots only if .
8. Show that
has a double root if , where , .[Put , when the equation reduces to . This must have a root in common with .]
9. The reader may verify that if , , , are the roots of
then the equation whose roots are and two similar expressions formed by permuting , , cyclically, is where It is clear that if two of , , , are equal then two of the roots of this cubic will be equal. Using the result of Ex. 8 we deduce that .10. Rolle’s Theorem for polynomials. If is any polynomial, then between any pair of roots of lies a root of .
A general proof of this theorem, applying not only to polynomials but to other classes of functions, will be given later. The following is an algebraical proof valid for polynomials only. We suppose that , are two successive roots, repeated respectively and times, so that
where is a polynomial which has the same sign, say the positive sign, for . Thensay. Now and , which have opposite signs. Hence , and so , vanishes for some value of between and .
117. B. Rational Functions. If
where and are polynomials, it follows at once from § 113, (5) that and this formula enables us to write down the derivative of any rational function. The form in which we obtain it, however, may or may not be the simplest possible. It will be the simplest possible if and have no common factor, i.e. if has no repeated factor. But if has a repeated factor then the expression which we obtain for will be capable of further reduction.It is very often convenient, in differentiating a rational function, to employ the method of partial fractions. We shall suppose that , as in § 116, is expressed in the form
Then it is proved in treatises on Algebra64 that can be expressed in the formwhere is a polynomial; i.e. as the sum of a polynomial and the sum of a number of terms of the type
where is a root of . We know already how to find the derivative of the polynomial: and it follows at once from Theorem (4) of § 113, or, if is complex, from its extension indicated in § 114, that the derivative of the rational function last written isWe are now able to write down the derivative of the general rational function , in the form
Incidentally we have proved that the derivative of is , for all integral values of positive or negative.The method explained in this section is particularly useful when we have to differentiate a rational function several times (see Exs. XLV).
2. Prove that
3. If has a factor then the denominator of (when is reduced to its lowest terms) is divisible by but by no higher power of .
4. In no case can the denominator of have a simple factor . Hence no rational function (such as ) whose denominator contains any simple factor can be the derivative of another rational function.
118. C. Algebraical Functions. The results of the preceding sections, together with Theorem (6) of § 113, enable us to obtain the derivative of any explicit algebraical function whatsoever.
The most important such function is , where is a rational number. We have seen already (§ 117) that the derivative of this function is when is an integer positive or negative; and we shall now prove that this result is true for all rational values of . Suppose that , where and are integers and positive; and let , so that and . Then
This result may also be deduced as a corollary from Ex. XXXVI. 3. For, if , we have
It is clear that the more general formula
holds also for all rational values of .The differentiation of implicit algebraical functions involves certain theoretical difficulties to which we shall return in Ch. VII. But there is no practical difficulty in the actual calculation of the derivative of such a function: the method to be adopted will be illustrated sufficiently by an example. Suppose that is given by the equation
Differentiating with respect to we find and soExamples XLIII. 1. Find the derivatives of
2. Prove that
3. Find the differential coefficient of when
119. D. Transcendental Functions. We have already proved (Ex. XXXIX. 4) that
By means of Theorems (4) and (5) of § 113, the reader will easily verify that
And by means of Theorem (7) we can determine the derivatives of the ordinary inverse trigonometrical functions. The reader should verify the following formulae:
In the case of the inverse sine and cosecant the ambiguous sign is the same as that of , in the case of the inverse cosine and secant the same as that of .
The more general formulae
which are also easily derived from Theorem (7) of § 113, are also of considerable importance. In the first of them the ambiguous sign is the same as that of , since according as is positive or negative.Finally, by means of Theorem (6) of § 113, we are enabled to differentiate composite functions involving symbols both of algebraical and trigonometrical functionality, and so to write down the derivative of any such function as occurs in the following examples.
Examples XLIV.65 1. Find the derivatives of
2. Verify by differentiation that is constant for all values of between and , and for all positive values of .
3. Find the derivatives of
How do you explain the simplicity of the results?4. Differentiate
5. Show that each of the functions
has the derivative6. Prove that
7. Show that
8. Each of the functions
has the derivative .9. If , and
then .10. Prove that the derivative of is , and extend the result to still more complicated cases.
11. If and are functions of , then
12. The derivative of is .
13. The derivative of is .
14. Differentiate , . Show that the values of for which the tangents to the curves , are parallel to the axis of are roots of , respectively.
15. It is easy to see (cf. Ex. XVII. 5) that the equation , where is positive, has no real roots except if , and if a finite number of roots which increases as diminishes. Prove that the values of for which the number of roots changes are the values of , where is a positive root of the equation . [The values required are the values of for which touches .]
16. If when , and , then
when , and . And is discontinuous for (cf. §111, (2)).17. Find the equations of the tangent and normal at the point of the circle .
[Here , , and the tangent is
which may be reduced to the form . The normal is , which of course passes through the origin.]18. Find the equations of the tangent and normal at any point of the ellipse and the hyperbola .
19. The equations of the tangent and normal to the curve , , at the point whose parameter is , are
120. Repeated differentiation. We may form a new function from just as we formed from . This function is called the second derivative or second differential coefficient of . The second derivative of may also be written in any of the forms
In exactly the same way we may define the th derivative or th differential coefficient of , which may be written in any of the forms
But it is only in a few cases that it is easy to write down a general formula for the th differential coefficient of a given function. Some of these cases will be found in the examples which follow. This result enables us to write down the th derivative of any polynomial.2. If then
In these two examples may have any rational value. If is a positive integer, and , then .3. The formula
enables us to write down the th derivative of any rational function expressed in the standard form as a sum of partial fractions.4. Prove that the th derivative of is
5. Leibniz’ Theorem. If is a product , and we can form the first derivatives of and , then we can form the th derivative of by means of Leibniz’ Theorem, which gives the rule
where suffixes indicate differentiations, so that , for example, denotes the th derivative of . To prove the theorem we observe thatand so on. It is obvious that by repeating this process we arrive at a formula of the type
Let us assume that for , , …, , and show that if this is so then for , , … . It will then follow by the principle of mathematical induction that for all values of and in question.
When we form by differentiating it is clear that the coefficient of is
This establishes the theorem.6. The th derivative of is
the series being continued for terms or until it terminates.
7. Prove that , .
8. If then . And if
where is a polynomial of degree , then .9. If then
[Differentiate times by Leibniz’ Theorem.]
10. If denotes the th derivative of , then
[First obtain the equation when ; then differentiate times by Leibniz’ Theorem.]
11. The th derivatives of and . Since
we have and a similar formula for . If , and is the numerically smallest angle whose cosine and sine are and , then and , and soSimilarly
12. Prove that
where and are polynomials in of degree and respectively.
13. Establish the formulae
14. If and , , then
15. If
dashes denoting differentiations with respect to , then16. If
then and121. Some general theorems concerning derived functions. In all that follows we suppose that is a function of which has a derivative for all values of in question. This assumption of course involves the continuity of .
The meaning of the sign of . THEOREM A. If then for all values of less than but sufficiently near to , and for all values of greater than but sufficiently near to .
For converges to a positive limit as . This can only be the case if and have the same sign for sufficiently small values of , and this is precisely what the theorem states. Of course from a geometrical point of view the result is intuitive, the inequality expressing the fact that the tangent to the curve makes a positive acute angle with the axis of . The reader should formulate for himself the corresponding theorem for the case in which .
An immediate deduction from Theorem A is the following important theorem, generally known as Rolle’s Theorem. In view of the great importance of this theorem it may be well to repeat that its truth depends on the assumption of the existence of the derivative for all values of in question.
THEOREM B. If and , then there must be at least one value of which lies between and and for which .
There are two possibilities: the first is that is equal to zero throughout the whole interval . In this case is also equal to zero throughout the interval. If on the other hand is not always equal to zero, then there must be values of for which is positive or negative. Let us suppose, for example, that is sometimes positive. Then, by Theorem 2 of § 102, there is a value of , not equal to or , and such that is at least as great as the value of at any other point in the interval. And must be equal to zero. For if it were positive then would, by Theorem A, be greater than for values of greater than but sufficiently near to , so that there would certainly be values of greater than . Similarly we can show that cannot be negative.
COR 1. If , then there must be a value of between and such that .
We have only to put and apply Theorem B to .
COR 2. If for all values of in a certain interval, then is an increasing function of , in the stricter sense of § 95, throughout that interval.
Let and be two values of in the interval in question, and . We have to show that . In the first place cannot be equal to ; for, if this were so, there would, by Theorem B, be a value of between and for which . Nor can be greater than . For, since is positive, is, by Theorem A, greater than when is greater than and sufficiently near to . It follows that there is a value of between and such that ; and so, by Theorem B, that there is a value of between and for which .
COR 3. The conclusion of Cor. 2 still holds if the interval considered includes a finite number of exceptional values of for which does not exist, or is not positive, provided is continuous even for these exceptional values of .
It is plainly sufficient to consider the case in which there is one exceptional value of only, and that corresponding to an end of the interval, say to . If , we can choose so that , and throughout , so that , by Cor. 2. All that remains is to prove that . Now decreases steadily, and in the stricter sense, as decreases towards , and so
COR 4. If throughout the interval , and , then is positive throughout the interval .
The reader should compare the second of these corollaries very carefully with Theorem A. If, as in Theorem A, we assume only that is positive at a single point , then we can prove that when and are sufficiently near to and . For and , by Theorem A. But this does not prove that there is any interval including throughout which is a steadily increasing function, for the assumption that and lie on opposite sides of is essential to our conclusion. We shall return to this point, and illustrate it by an actual example, in a moment (§124).
122. Maxima and Minima. We shall say that the value assumed by when is a maximum if is greater than any other value assumed by in the immediate neighbourhood of , i.e. if we can find an interval of values of such that when and when ; and we define a minimum in a similar manner. Thus in the figure the points correspond to maxima, the points to minima of
the function whose graph is there shown. It is to be observed that the fact that corresponds to a maximum and to a minimum is in no way inconsistent with the fact that the value of the function is greater at than at .
THEOREM C. A necessary condition for a maximum or minimum value of at is that .66
This follows at once from Theorem A. That the condition is not sufficient is evident from a glance at the point in the figure. Thus if then , which vanishes when . But does not give either a maximum or a minimum of , as is obvious from the form of the graph of (Fig. 10, p. 140).
But there will certainly be a maximum at if , for all values of less than but near to , and for all values of greater than but near to : and if the signs of these two inequalities are reversed there will certainly be a minimum. For then we can (by Cor. 3 of § 121) determine an interval throughout which increases with , and an interval throughout which it decreases as increases: and obviously this ensures that shall be a maximum.
This result may also be stated thus. If the sign of changes at from positive to negative, then gives a maximum of : and if the sign of changes in the opposite sense, then gives a minimum.
123. There is another way of stating the conditions for a maximum or minimum which is often useful. Let us assume that has a second derivative : this of course does not follow from the existence of , any more than the existence of follows from that of . But in such cases as we are likely to meet with at present the condition is generally satisfied.
THEOREM D. If and , then has a maximum or minimum at , a maximum if , a minimum if .
Suppose, e.g., that . Then, by Theorem A, is negative when is less than but sufficiently near to , and positive when is greater than but sufficiently near to . Thus gives a maximum.
124. In what has preceded (apart from the last paragraph) we have assumed simply that has a derivative for all values of in the interval under consideration. If this condition is not fulfilled the theorems cease to be true. Thus Theorem B fails in the case of the function
where the square root is to be taken positive. The graph of this function is shown in Fig. 40. Here : but , as is evident from the figure, is equal to if is negative and to if is positive, and nevervanishes. There is no derivative for , and no tangent to the graph at . And in this case obviously gives a maximum of , but , as it does not exist, cannot be equal to zero, so that the test for a maximum fails.
The bare existence of the derivative , however, is all that we have assumed. And there is one assumption in particular that we have not made, and that is that itself is a continuous function. This raises a rather subtle but still a very interesting point. Can a function have a derivative for all values of which is not itself continuous? In other words can a curve have a tangent at every point, and yet the direction of the tangent not vary continuously? The reader, if he considers what the question means and tries to answer it in the light of common sense, will probably incline to the answer No. It is, however, not difficult to see that this answer is wrong.
Consider the function defined, when , by the equation
and suppose that . Then is continuous for all values of . If then while Thus exists for all values of . But is discontinuous for ; for tends to as , and oscillates between the limits of indetermination and , so that oscillates between the same limits.What is practically the same example enables us also to illustrate the point referred to at the end of §121. Let
where , when , and . Then . Thus the conditions of Theorem A of §121 are satisfied. But if then which oscillates between the limits of indetermination and as . As , we can find values of , as near to as we like, for which ; and it is therefore impossible to find any interval, including , throughout which is a steadily increasing function of .It is, however, impossible that should have what was called in Ch. V (Ex. XXXVII. 18) a ‘simple’ discontinuity; e.g. that when , when , and , unless , in which case is continuous for . For a proof see §125, Ex. XLVII. 3.
Examples XLVI. 1. Verify Theorem B when or , where , , are positive integers and .
[The first function vanishes for and . And
vanishes for , which lies between and . In the second case we have to verify that the quadratic equation has roots between and and between and .]2. Show that the polynomials
are positive when .3. Show that is an increasing function throughout any interval of values of , and that increases as increases from to . For what values of is a steadily increasing or decreasing function of ?
4. Show that also increases from to , from to , and so on, and deduce that there is one and only one root of the equation in each of these intervals (cf. Ex. XVII. 4).
5. Deduce from Ex. 3 that if , from this that , and from this that . And, generally, prove that if
and , then and are positive or negative according as is odd or even.
6. If and are continuous and have the same sign at every point of an interval , then this interval can include at most one root of either of the equations , .
7. The functions , and their derivatives , are continuous throughout a certain interval of values of , and never vanishes at any point of the interval. Show that between any two roots of lies one of , and conversely. Verify the theorem when , .
[If does not vanish between two roots of , say and , then the function is continuous throughout the interval and vanishes at its extremities. Hence must vanish between and , which contradicts our hypothesis.]
8. Determine the maxima and minima (if any) of , , , , , . In each case sketch the form of the graph of the function.
[Consider the last function, for example. Here , which vanishes for , , and . It is easy to see that gives a maximum and a minimum, while gives neither, as is negative on both sides of .]
9. Discuss the maxima and minima of the function , where and are any positive integers, considering the different cases which occur according as and are odd or even. Sketch the graph of the function.
10. Discuss similarly the function , distinguishing the different forms of the graph which correspond to different hypotheses as to the relative magnitudes of , , .
11. Show that has no maxima or minima, whatever values , , , may have. Draw a graph of the function.
12. Discuss the maxima and minima of the function
when the denominator has complex roots.[We may suppose and positive. The derivative vanishes if
(1) |
This equation must have real roots. For if not the derivative would always have the same sign, and this is impossible, since is continuous for all values of , and as or . It is easy to verify that the curve cuts the line in one and only one point, and that it lies above this line for large positive values of , and below it for large negative values, or vice versa, according as or . Thus the algebraically greater root of (1) gives a maximum if , a minimum in the contrary case.]
13. The maximum and minimum values themselves are the values of for which is a perfect square. [This is the condition that should touch the curve.]
14. In general the maxima and maxima of are among the values of obtained by expressing the condition that should have a pair of equal roots.
15. If has real roots then it is convenient to proceed as follows. We have
where , . Writing further for and for , we obtain an equation of the formThis transformation from to amounts only to a shifting of the origin, keeping the axes parallel to themselves, a change of scale along each axis, and (if ) a reversal in direction of the axis of abscissae; and so a minimum of , considered as a function of , corresponds to a minimum of considered as a function of , and vice versa, and similarly for a maximum.
The derivative of with respect to vanishes if
or if . Thus there are two roots of the derivative if and have the same sign, none if they have opposite signs. In the latter case the form of the graph of is as shown in Fig. 41a.When and are positive the general form of the graph is as shown in Fig 41b, and it is easy to see that gives a maximum and a minimum.67
In the particular case in which the function is
and its graph is of the form shown in Fig. 41c.The preceding discussion fails if , i.e. if . But in this case we have
say, and gives the single value . On drawing a graph it becomes clear that this value gives a maximum or minimum according as is positive or negative. The graph shown in Fig. 42 corresponds to the former case.
[A full discussion of the general function , by purely algebraical methods, will be found in Chrystal’s Algebra, vol i, pp. 464–7.]
16. Show that assumes all real values as varies, if lies between and , and otherwise assumes all values except those included in an interval of length .
17. Show that
can assume any real value if , and draw a graph of the function in this case.18. Determine the function of the form which has turning values (i.e. maxima or minima) and when and respectively, and has the value when .
19. The maximum and minimum of , where and are positive, are
20. The maximum value of is .
21. Discuss the maxima and minima of
[If the last function be denoted by , it will be found that
22. Find the maxima and minima of . Verify the result by expressing the function in the form .
23. Find the maxima and minima of
24. Show that has no maxima or minima. Draw a graph of the function.
25. Show that the function
has an infinity of minima equal to and of maxima equal to26. The least value of is .
27. Show that cannot lie between and .
28. Show that, if the sum of the lengths of the hypothenuse and another side of a right-angled triangle is given, then the area of the triangle is a maximum when the angle between those sides is .
29. A line is drawn through a fixed point to meet the axes , in and . Show that the minimum values of , , and are respectively , , and .
30. A tangent to an ellipse meets the axes in and . Show that the least value of is equal to the sum of the semiaxes of the ellipse.
31. Find the lengths and directions of the axes of the conic
[The length of the semi-diameter which makes an angle with the axis of is given by
The condition for a maximum or minimum value of is . Eliminating between these two equations we find32. The greatest value of , where and are positive and , is
33. Thegreatestvalueof,where and are positive and , is
[If is a maximum then . The relation between and gives . Equate the two values of .]
34. If and are acute angles connected by the relation , where , , are positive, then is a minimum when .
125. The Mean Value Theorem. We can proceed now to the proof of another general theorem of extreme importance, a theorem commonly known as ‘The Mean Value Theorem’ or ‘The Theorem of the Mean’.
THEOREM. If has a derivative for all values of in the interval , then there is a value of between and , such that
Before we give a strict proof of this theorem, which is perhaps the most important theorem in the Differential Calculus, it will be well to point out its obvious geometrical meaning. This is simply (see Fig. 43) that if the curve has a tangent at all points of its length then there
must be a point, such as , where the tangent is parallel to . For is the tangent of the angle which the tangent at makes with , and the tangent of the angle which makes with .
It is easy to give a strict analytical proof. Consider the function
which vanishes when and . It follows from Theorem B of § 121 that there is a value for which its derivative vanishes. But this derivative is which proves the theorem. It should be observed that it has not been assumed in this proof that is continuous.It is often convenient to express the Mean Value Theorem in the form
where is a number lying between and . Of course is merely another way of writing ‘some number between and ’. If we put we obtain which is the form in which the theorem is most often quoted. is the difference between the ordinates of a point on the curve and the corresponding point on the chord.2. Verify the theorem when and when .
[In the latter case we have to prove that , where ; i.e. that if then lies between and .]
3. Establish the theorem stated at the end of §124 by means of the Mean Value Theorem.
[Since , we can find a small positive value of such that is nearly equal to ; and therefore, by the theorem, a small positive value of such that is nearly equal to , which is inconsistent with , unless . Similarly .]
4. Use the Mean Value Theorem to prove Theorem (6) of §113, assuming that the derivatives which occur are continuous.
[The derivative of is by definition
But, by the Mean Value Theorem, , where is a number lying between and . And where is a number lying between and . Hence the derivative of is since and as .]126. The Mean Value Theorem furnishes us with a proof of a result which is of great importance in what follows: if , throughout a certain interval of values of , then is constant throughout that interval.
For, if and are any two values of in the interval, then
An immediate corollary is that if , throughout a certain interval, then the functions and differ throughout that interval by a constant.127. Integration. We have in this chapter seen how we can find the derivative of a given function in a variety of cases, including all those of the commonest occurrence. It is natural to consider the converse question, that of determining a function whose derivative is a given function.
Suppose that is the given function. Then we wish to determine a function such that . A little reflection shows us that this question may really be analysed into three parts.
(1) In the first place we want to know whether such a function as actually exists. This question must be carefully distinguished from the question as to whether (supposing that there is such a function) we can find any simple formula to express it.
(2) We want to know whether it is possible that more than one such function should exist, i.e. we want to know whether our problem is one which admits of a unique solution or not; and if not, we want to know whether there is any simple relation between the different solutions which will enable us to express all of them in terms of any particular one.
(3) If there is a solution, we want to know how to find an actual expression for it.
It will throw light on the nature of these three distinct questions if we compare them with the three corresponding questions which arise with regard to the differentiation of functions.
(1) A function may have a derivative for all values of , like , where is a positive integer, or . It may generally, but not always have one, like or or . Or again it may never have one: for example, the function considered in Ex. XXXVII. 20, which is nowhere continuous, has obviously no derivative for any value of . Of course during this chapter we have confined ourselves to functions which are continuous except for some special values of . The example of the function , however, shows that a continuous function may not have a derivative for some special value of , in this case . Whether there are continuous functions which never have derivatives, or continuous curves which never have tangents, is a further question which is at present beyond us. Common-sense says No: but, as we have already stated in § 111, this is one of the cases in which higher mathematics has proved common-sense to be mistaken.
But at any rate it is clear enough that the question ‘has a derivative ?’ is one which has to be answered differently in different circumstances. And we may expect that the converse question ‘is there a function of which is the derivative?’ will have different answers too. We have already seen that there are cases in which the answer is No: thus if is the function which is equal to , , or according as is less than, equal to, or greater than , then the answer is No (Ex. XLVII. 3), unless .
This is a case in which the given function is discontinuous. In what follows, however, we shall always suppose continuous. And then the answer is Yes: if is continuous then there is always a function such that . The proof of this will be given in Ch. VII.
(2) The second question presents no difficulties. In the case of differentiation we have a direct definition of the derivative which makes it clear from the beginning that there cannot possibly be more than one. In the case of the converse problem the answer is almost equally simple. It is that if is one solution of the problem then is another, for any value of the constant , and that all possible solutions are comprised in the form . This follows at once from § 126.
(3) The practical problem of actually finding is a fairly simple one in the case of any function defined by some finite combination of the ordinary functional symbols. The converse problem is much more difficult. The nature of the difficulties will appear more clearly later on.
DEFINITIONS. If is the derivative of , then we call an integral or integral function of . The operation of forming from we call integration.
We shall use the notation
It is hardly necessary to point out that like must, at present at any rate, be regarded purely as a symbol of operation: the and the no more mean anything when taken by themselves than do the and of the other operative symbol .128. The practical problem of integration. The results of the earlier part of this chapter enable us to write down at once the integrals of some of the commonest functions. Thus
(1) |
These formulae must be understood as meaning that the function on the right-hand side is one integral of that under the sign of integration. The most general integral is of course obtained by adding to the former a constant , known as the arbitrary constant of integration.
There is however one case of exception to the first formula, that in which . In this case the formula becomes meaningless, as is only to be expected, since we have seen already (Ex. XLII. 4) that cannot be the derivative of any polynomial or rational fraction.
That there really is a function such that will be proved in the next chapter. For the present we shall be content to assume its existence. This function is certainly not a polynomial or rational function; and it can be proved that it is not an algebraical function. It can indeed be proved that is an essentially new function, independent of any of the classes of functions which we have considered yet, that is to say incapable of expression by means of any finite combination of the functional symbols corresponding to them. The proof of this is unfortunately too detailed and tedious to be inserted in this book; but some further discussion of the subject will be found in Ch. IX, where the properties of are investigated systematically.
Suppose first that is positive. Then we shall write
(2) |
and we shall call the function on the right-hand side of this equation the logarithmic function: it is defined so far only for positive values of .
Next suppose negative. Then is positive, and so is defined by what precedes. Also
so that, when is negative,(3) |
The formulae (2) and (3) may be united in the formulae
(4) |
where the ambiguous sign is to be chosen so that is positive: these formulae hold for all real values of other than .
The most fundamental of the properties of which will be proved in Ch. IX are expressed by the equations
of which the second is an obvious deduction from the first and third. It is not really necessary, for the purposes of this chapter, to assume the truth of any of these formulae; but they sometimes enable us to write our formulae in a more compact form than would otherwise be possible.It follows from the last of the formulae that is equal to if and to if , and in either case to . Either of the formulae (4) is therefore equivalent to the formula
(5) |
The five formulae (1)–(3) are the five most fundamental standard forms of the Integral Calculus. To them should be added two more, viz.
(6) |
129. Polynomials. All the general theorems of § 113 may of course also be stated as theorems in integration. Thus we have, to begin with, the formulae
Here it is assumed, of course, that the arbitrary constants are adjusted properly. Thus the formula (1) asserts that the sum of any integral of and any integral of is an integral of .
These theorems enable us to write down at once the integral of any function of the form , the sum of a finite number of constant multiples of functions whose integrals are known. In particular we can write down the integral of any polynomial: thus
130. Rational Functions. After integrating polynomials it is natural to turn our attention next to rational functions. Let us suppose to be any rational function expressed in the standard form of § 117, viz. as the sum of a polynomial and a number of terms of the form .
We can at once write down the integrals of the polynomial and of all the other terms except those for which , since
whether be real or complex (§ 117).The terms for which present rather more difficulty. It follows immediately from Theorem (6) of § 113 that
(3) |
In particular, if we take , where and are real, and write for and for , so that is an integral of , we obtain
(4) |
Thus, for example,
and in particular, if is real, We can therefore write down the integrals of all the terms in for which and is real. There remain the terms for which and is complex.In order to deal with these we shall introduce a restrictive hypothesis, viz. that all the coefficients in are real. Then if is a root of , of multiplicity , so is its conjugate ; and if a partial fraction occurs in the expression of , so does , where is conjugate to . This follows from the nature of the algebraical processes by means of which the partial fractions can be found, and which are explained at length in treatises on Algebra.69
Thus, if a term occurs in the expression of in partial fractions, so will a term ; and the sum of these two terms is
This fraction is in reality the most general fraction of the form where . The reader will easily verify the equivalence of the two forms, the formulae which express , , , in terms of , , , , being where , and .If in (3) we suppose to be , we obtain
(5) |
and if we further suppose that , we obtain
And, in virtue of the equations (6) of § 128 and (4) above, we haveThese two formulae enable us to integrate the sum of the two terms which we have been considering in the expression of ; and we are thus enabled to write down the integral of any real rational function, if all the factors of its denominator can be determined. The integral of any such function is composed of the sum of a polynomial, a number of rational functions of the type a number of logarithmic functions, and a number of inverse tangents.
It only remains to add that if is complex then the rational function just written always occurs in conjunction with another in which and are replaced by the complex numbers conjugate to them, and that the sum of the two functions is a real rational function.
Examples XLVIII. 1. Prove that
(where ) if , and if , and having the same meanings as on p. 773.2. In the particular case in which the integral is
3. Show that if the roots of are all real and distinct, and is of lower degree than , then
the summation applying to all the roots of .[The form of the fraction corresponding to may be deduced from the facts that
as .]4. If all the roots of are real and is a double root, the other roots being simple roots, and is of lower degree than , then the integral is , where
and the summation applies to all roots of other than .5. Calculate
[The expression in partial fractions is
and the integral is6. Integrate
7. Prove the formulae:
131. Note on the practical integration of rational functions. The analysis of §130 gives us a general method by which we can find the integral of any real rational function , provided we can solve the equation . In simple cases (as in Ex. 5 above) the application of the method is fairly simple. In more complicated cases the labour involved is sometimes prohibitive, and other devices have to be used. It is not part of the purpose of this book to go into practical problems of integration in detail. The reader who desires fuller information may be referred to Goursat’s Cours d’Analyse, second ed., vol. i, pp. 246 et seq., Bertrand’s Calcul Intégral, and Dr Bromwich’s tract Elementary Integrals (Bowes and Bowes, 1911).
If the equation cannot be solved algebraically, then the method of partial fractions naturally fails and recourse must be had to other methods.70
132. Algebraical Functions. We naturally pass on next to the question of the integration of algebraical functions. We have to consider the problem of integrating , where is an algebraical function of . It is however convenient to consider an apparently more general integral, viz.
where is any rational function of and . The greater generality of this form is only apparent, since (Ex. XIV. 6) the function is itself an algebraical function of . The choice of this form is in fact dictated simply by motives of convenience: such a function as is far more conveniently regarded as a rational function of and the simple algebraical function , than directly as itself an algebraical function of .133. Integration by substitution and rationalisation. It follows from equation (3) of § 130 that if then
(1) |
This equation supplies us with a method for determining the integral of in a large number of cases in which the form of the integral is not directly obvious. It may be stated as a rule as follows: put , where is any function of a new variable which it may be convenient to choose; multiply by , and determine the integral of ; express the result in terms of . It will often be found that the function of to which we are led by the application of this rule is one whose integral can easily be calculated. This is always so, for example, if it is a rational function, and it is very often possible to choose the relation between and so that this shall be the case. Thus the integral of , where denotes a rational function, is reduced by the substitution to the integral of , i.e. to the integral of a rational function of . This method of integration is called integration by rationalisation, and is of extremely wide application.
Its application to the problem immediately under consideration is obvious. If we can find a variable such that and are both rational functions of , say , , then and the latter integral, being that of a rational function of , can be calculated by the methods of § 130.
It would carry us beyond our present range to enter upon any general discussion as to when it is and when it is not possible to find an auxiliary variable connected with and in the manner indicated above. We shall consider only a few simple and interesting special cases.
134. Integrals connected with conics. Let us suppose that and are connected by an equation of the form
in other words that the graph of , considered as a function of is a conic. Suppose that is any point on the conic, and let , . If the relation between and is expressed in terms of and , it assumes the form where , . In this equation put . It will then be found that and can both be expressed as rational functions of , and therefore and can be so expressed, the actual formulae being Hence the process of rationalisation described in the last section can be carried out.The reader should verify that
so thatWhen it is in some ways advantageous to proceed as follows. The conic is a hyperbola whose asymptotes are parallel to the lines
or say. If we put , we obtain and it is clear that and can be calculated from these equations as rational functions of . We shall illustrate this process by an application to an important special case.135. The integral . Suppose in particular that , where . It will be found that, if we put , we obtain
and so(1) |
If in particular , , , or , , , we obtain
(2) |
equations whose truth may be verified immediately by differentiation. With these formulae should be associated the third formula
(3) |
which corresponds to a case of the general integral of this section in which . In (3) it is supposed that ; if then the integral is (cf. §119). In practice we should evaluate the general integral by reducing it (as in the next section) to one or other of these standard forms.
The formula (3) appears very different from the formulae (2): the reader will hardly be in a position to appreciate the connection between them until he has read Ch. X.
136. The integral . This integral can be integrated in all cases by means of the results of the preceding sections. It is most convenient to proceed as follows. Since
we have
In the last integral may be positive or negative. If is positive we put , when we obtain
where . If is negative we write for and put , when we obtainIt thus appears that in any case the calculation of the integral may be made to depend on that of the integral considered in § 135, and that this integral may be reduced to one or other of the three forms
137. The integral . In exactly the same way we find
and the last integral may be reduced to one or other of the three forms
In order to obtain these integrals it is convenient to introduce at this point another general theorem in integration.138. Integration by parts. The theorem of integration by parts is merely another way of stating the rule for the differentiation of a product proved in § 113. It follows at once from Theorem (3) of § 113 that
It may happen that the function which we wish to integrate is expressible in the form , and that can be integrated. Suppose, for example, that , where is the second derivative of a known function . ThenWe can illustrate the working of this method of integration by applying it to the integrals of the last section. Taking
we obtainso that
and we have seen already (§135) how to determine the last integral.Examples XLIX. 1. Prove that if then
2. Calculate the integrals , by means of the substitution , and verify that the results agree with those obtained in §135 and Ex. 1.
3. Calculate , where is any rational number, in three ways, viz. (i) by integration by parts, (ii) by the substitution , and (iii) by writing for ; and verify that the results agree.
4. Prove, by means of the substitutions and , that (in the notation of §§130 and 138)
5. Calculate , where , in three ways, viz. (i) by the methods of the preceding sections, (ii) by the substitution , and (iii) by the substitution ; and verify that the results agree.
6. Integrate and .
7. Show, by means of the substitution , or by multiplying numerator and denominator by , that if then
8. Find a substitution which will reduce to the integral of a rational function.
9. Show that is reduced, by the substitution , to the integral of a rational function.
10. Prove that
and generally
11. The integral , where and are rational, can be found in three cases, viz. (i) if is an integer, (ii) if is an integer, and (iii) if is an integer. [In case (i) put , where is the denominator of ; in case (ii) put , where is the denominator of ; and in case (iii) put , where is the denominator of .]
12. The integral can be reduced to the preceding integral by the substitution . [In practice it is often most convenient to calculate a particular integral of this kind by a ‘formula of reduction’ (cf. Misc. Ex. 39).]
13. The integral can be reduced to that of a rational function by the substitution
14. Reduce , where , to the integral of a rational function. [Putting we obtain , .]
15. Reduce the integral in the same way when (a) , (b) . [In case (a) put : in case (b) put , when we obtain
16. If then
17. If then
139. The general integral , where . The most general integral, of the type considered in §134, and associated with the special conic , is
(1) |
where . We suppose that is a real function.
The subject of integration is of the form , where and are polynomials in and . It may therefore be reduced to the form
where , , … are rational functions of . The only new problem which arises is that of the integration of a function of the form , or, what is the same thing, , where is a rational function of . And the integral(2) |
can always be evaluated by splitting up into partial fractions. When we do this, integrals of three different types may arise.
(i) In the first place there may be integrals of the type
(3) |
where is a positive integer. The cases in which or have been disposed of in §136. In order to calculate the integrals corresponding to larger values of we observe that
where , , are constants whose values may be easily calculated. It is clear that, when we integrate this equation, we obtain a relation between three successive integrals of the type (3). As we know the values of the integral for and , we can calculate in turn its values for all other values of .(ii) In the second place there may be integrals of the type
(4) |
where is real. If we make the substitution then this integral is reduced to an integral in of the type (3).
(iii) Finally, there may be integrals corresponding to complex roots of the denominator of . We shall confine ourselves to the simplest case, that in which all such roots are simple roots. In this case (cf. §130) a pair of conjugate complex roots of gives rise to an integral of the type
(5) |
In order to evaluate this integral we put
where and are so chosen that so that and are the roots of the equation This equation has certainly real roots, for it is the same equation as equation (1) of Ex. XLVI. 12; and it is therefore certainly possible to find real values of and fulfilling our requirements.It will be found, on carrying out the substitution, that the integral (5) assumes the form
(6) |
The second of these integrals is rationalised by the substitution
which gives Finally, if we put in the first of the integrals (6), it is transformed into an integral of the second type, and may therefore be calculated in the manner just explained, viz. by putting , i.e. .712. Prove that
3. If then
4. Show that , where , may be expressed in one or other of the forms
according as is positive and equal to or negative and equal to .5. Show by means of the substitution that
where , . [This method of reduction is elegant but less straightforward than that explained in §139.]6. Show that the integral
is rationalised by the substitution .7. Calculate
8. Calculate
[Apply the method of §139. The equation satisfied by and is , so that , , and the appropriate substitution is . This reduces the integral to
The first of these integrals may be rationalised by putting and the second by putting .]9. Calculate
10. Show that the integral , where , is rationalised by the substitution , where is any point on the conic . [The integral is of course also rationalised by the substitution : cf. §134.]
140. Transcendental Functions. Owing to the immense variety of the different classes of transcendental functions, the theory of their integration is a good deal less systematic than that of the integration of rational or algebraical functions. We shall consider in order a few classes of transcendental functions whose integrals can always be found.
141. Polynomials in cosines and sines of multiples of . We can always integrate any function which is the sum of a finite number of terms such as
where , , , , … are positive integers and , , … any real numbers whatever. For such a term can be expressed as the sum of a finite number of terms of the types and the integrals of these terms can be written down at once.Examples LI. 1. Integrate . In this case we use the formulae
Multiplying these two expressions and replacing , for example, by , we obtain
The integral may of course be obtained in different forms by different methods. For example
which reduces, on making the substitution , to It may be verified that this expression and that obtained above differ only by a constant.2. Integrate by any method , , , , , , , , . [In cases of this kind it is sometimes convenient to use a formula of reduction (Misc. Ex. 39).]
142. The integrals , and associated integrals. The method of integration by parts enables us to generalise the preceding results. For
and clearly the integrals can be calculated completely by a repetition of this process whenever is a positive integer. It follows that we can always calculate and if is a positive integer; and so, by a process similar to that of the preceding paragraph, we can calculate
where is any polynomial.Examples LII. 1. Integrate , , , , , .
2. Find polynomials and such that
3. Prove that , where
143. Rational Functions of and . The integral of any rational function of and may be calculated by the substitution . For
so that the substitution reduces the integral to that of a rational function of .[Another form of the first integral is ; a third form is .]
2. , , , , , .
[These integrals are included in the general form, but there is no need to use a substitution, as the results follow at once from §119 and equation (5) of §130.]
3. Show that the integral of , where is positive, may be expressed in one or other of the forms
where , according as or . If then the integral reduces to a constant multiple of that of or , and its value may at once be written down. Deduce the forms of the integral when is negative.4. Show that if is defined in terms of by means of the equation
where is positive and , then as varies from to one value of also varies from to . Show also that and deduce that if thenShow that this result agrees with that of Ex. 3.
5. Show how to integrate . [Express in the form .]
6. Integrate .
[Determine , , so that
Then the integral is7. Integrate . [The subject of integration may be expressed in the form , where , , : but the integral may be calculated more simply by putting , when we obtain
144. Integrals involving , , and . The integrals of the inverse sine and tangent and of the logarithm can easily be calculated by integration by parts. Thus
It is easy to see that if we can find the integral of then we can always find that of , where is the function inverse to . For on making the substitution we obtain
The reader should evaluate the integrals of and in this way.Integrals of the form
where is a polynomial, can always be calculated. Take the first form, for example. We have to calculate a number of integrals of the type . Making the substitution , we obtain , which can be found by the method of § 142. In the case of the second form we have to calculate a number of integrals of the type . Integrating by parts we obtain and it is evident that by repeating this process often enough we shall always arrive finally at the complete value of the integral.145. Areas of plane curves. One of the most important applications of the processes of integration which have been explained in the preceding sections is to the calculation of areas of plane curves. Suppose that (Fig. 44) is the graph of a continuous curve which lies wholly above the axis of , being the point and the point , and being either positive or negative (positive in the figure).
The reader is of course familiar with the idea of an ‘area’, and in particular with that of an area such as . This idea we shall at present take for granted. It is indeed one which needs and has received the most careful mathematical analysis: later on we shall return to it and explain precisely what is meant by ascribing an ‘area’ to such a region of space as . For the present we shall simply assume that any such region has associated with it a definite positive number which we call its area, and that these areas possess the obvious properties indicated by common sense, e.g. that
and so on.Taking all this for granted it is obvious that the area is a function of ; we denote it by . Also is a continuous function. For
As the figure is drawn, the area is less than . This is not however necessarily true in general, because it is not necessarily the case (see for example Fig. 44a) that the arc should rise or fall steadily from to . But the area is always less than , where is the greatest distance of any point of the arc from . Moreover, since is a continuous function, as . Thus we have
where and as . From this it follows at once that is continuous. Moreover Thus the ordinate of the curve is the derivative of the area, and the area is the integral of the ordinate.We are thus able to formulate a rule for determining the area . Calculate , the integral of . This involves an arbitrary constant, which we suppose so chosen that . Then the area required is .
If it were the area which was wanted, we should of course determine the constant so that , where is the abscissa of . If the curve lay below the axis of , would be negative, and the area would be the absolute value of .
146. Lengths of plane curves. The notion of the length of a curve, other than a straight line, is in reality a more difficult one even than that of an area. In fact the assumption that (Fig. 44) has a definite length, which we may denote by , does not suffice for our purposes, as did the corresponding assumption about areas. We cannot even prove that is continuous, i.e. that . This looks obvious enough in the larger figure, but less so in such a case as is shown in the smaller figure. Indeed it is not possible to proceed further, with any degree of rigour, without a careful analysis of precisely what is meant by the length of a curve.
It is however easy to see what the formula must be. Let us suppose that the curve has a tangent whose direction varies continuously, so that is continuous. Then the assumption that the curve has a length leads to the equation
where is the arc whose chord is . Now and where lies between and . Hence If also we assume that we obtain the result and soExamples LIV. 1. Calculate the area of the segment cut off from the parabola by the ordinate , and the length of the arc which bounds it.
2. Answer the same questions for the curve , showing that the length of the arc is
3. Calculate the areas and lengths of the circles , by means of the formulae of §§145–146.
4. Show that the area of the ellipse is .
5. Find the area bounded by the curve and the segment of the axis of from to . [Here , and the difference between the values of for and is zero. The explanation of this is of course that between and the curve lies below the axis of , and so the corresponding part of the area is counted negative in applying the method. The area from to is ; and the whole area required, when every part is counted positive, is twice this, i.e. is .]
6. Suppose that the coordinates of any point on a curve are expressed as functions of a parameter by equations of the type , , and being functions of with continuous derivatives. Prove that if steadily increases as varies from to , then the area of the region bounded by the corresponding portion of the curve, the axis of , and the two ordinates corresponding to and , is, apart from sign, , where
7. Suppose that is a closed curve formed of a single loop and not met by any parallel to either axis in more than two points. And suppose that the coordinates of any point on the curve can be expressed as in Ex. 6 in terms of , and that, as varies from to , moves in the same direction round the curve and returns after a single circuit to its original position. Show that the area of the loop is equal to the difference of the initial and final values of any one of the integrals
this difference being of course taken positively.8. Apply the result of Ex. 7 to determine the areas of the curves given by
9. Find the area of the loop of the curve . [Putting we obtain , . As varies from towards the loop is described once. Also
which tends to as . Thus the area of the loop is .]10. Find the area of the loop of the curve .
11. Prove that the area of a loop of the curve , is .
12. The arc of the ellipse given by , , between the points and , is , where
being the eccentricity. [This integral cannot however be evaluated in terms of such functions as are at present at our disposal.]13. Polar coordinates. Show that the area bounded by the curve , where is a one-valued function of , and the radii , , is , where . And the length of the corresponding arc of the curve is , where
Hence determine (i) the area and perimeter of the circle ; (ii) the area between the parabola and its latus rectum, and the length of the corresponding arc of the parabola; (iii) the area of the limaçon , distinguishing the cases in which , , and ; and (iv) the areas of the ellipses and . [In the last case we are led to the integral , which may be calculated (cf. Ex. LIII. 4) by the help of the substitution
14. Trace the curve , and show that the area bounded by the radius vector , and the two branches which touch at the point , , is .
15. A curve is given by an equation , being the radius vector and the perpendicular from the origin on to the tangent. Show that the calculation of the area of the region bounded by an arc of the curve and two radii vectores depends upon that of the integral .
1. A function is defined as being equal to when , to when , to when , and to when . Discuss the continuity of and the existence and continuity of for , , and .
2. Denoting , , , … by , , , …, show that and are independent of .
3. If , , …, are constants and , then
is independent of .[Differentiate and use the relation .]
4. The first three derivatives of the function , where , are positive when .
5. The constituents of a determinant are functions of . Show that its differential coefficient is the sum of the determinants formed by differentiating the constituents of one row only, leaving the rest unaltered.
6. If , , , are polynomials of degree not greater than , then
is also a polynomial of degree not greater than . [Differentiate five times, using the result of Ex. 5, and rejecting vanishing determinants.]7. If then .
8. Verify that the differential equation , where is the derivative of , and is the function inverse to , is satisfied by or by .
9. Verify that the differential equation , where the notation is the same as that of Ex. 8, is satisfied by or by , where and is any root of the equation .
10. If then (suffixes denoting differentiations with respect to ). We may express this by saying that the general differential equation of all straight lines is . Find the general differential equations of (i) all circles with their centres on the axis of , (ii) all parabolas with their axes along the axis of , (iii) all parabolas with their axes parallel to the axis of , (iv) all circles, (v) all parabolas, (vi) all conics.
[The equations are (i) , (ii) , (iii) , (iv) , (v) , (vi) . In each case we have only to write down the general equation of the curves in question, and differentiate until we have enough equations to eliminate all the arbitrary constants.]
11. Show that the general differential equations of all parabolas and of all conics are respectively
[The equation of a conic may be put in the form
From this we deduce If the conic is a parabola then .]12. Denoting , , , , … by , , , , … and , , , , … by , , , , …, show that
Establish similar formulae for the functions , , .13. Prove that, if is the th derivative of , then
[Prove first when , and differentiate times by Leibniz’ Theorem.]
14. Prove the formula
where is any positive integer. [Use the method of induction.]15. A curve is given by
Prove (i) that the equations of the tangent and normal, at the point whose parameter is , are
(ii) that the tangent at meets the curve in the points , whose parameters are and ; (iii) that ; (iv) that the tangents at and are at right angles and intersect on the circle ; (v) that the normals at , , and are concurrent and intersect on the circle ; (vi) that the equation of the curve isSketch the form of the curve.
16. Show that the equations which define the curve of Ex. 15 may be replaced by , , where , , . Show that the tangent and normal, at the point defined by , are
and deduce the properties (ii)–(v) of Ex. 15.17. Show that the condition that should have equal roots may be expressed in the form .
18. The roots of a cubic are , , in ascending order of magnitude. Show that if and are each divided into six equal sub-intervals, then a root of will fall in the fourth interval from on each side. What will be the nature of the cubic in the two cases when a root of falls at a point of division?
19. Investigate the maxima and minima of , and the real roots of , being either of the functions
and an angle between and . Show that in the first case the condition for a double root is that should be a multiple of .20. Show that by choice of the ratio we can make the roots of real and having a difference of any magnitude, unless the roots of the two quadratics are all real and interlace; and that in the excepted case the roots are always real, but there is a lower limit for the magnitude of their difference.
[Consider the form of the graph of the function : cf. Exs. XLVI. 12 et seq.]
21. Prove that
when , and draw the graph of the function.22. Draw the graph of the function
23. Sketch the general form of the graph of , given that
24. A sheet of paper is folded over so that one corner just reaches the opposite side. Show how the paper must be folded to make the length of the crease a maximum.
25. The greatest acute angle at which the ellipse can be cut by a concentric circle is .
26. In a triangle the area and the semi-perimeter are fixed. Show that any maximum or minimum of one of the sides is a root of the equation . Discuss the reality of the roots of this equation, and whether they correspond to maxima or minima.
[The equations , determine and as functions of . Differentiate with respect to , and suppose that . It will be found that , , from which we deduce that .
This equation has three real roots if , and one in the contrary case. In an equilateral triangle (the triangle of minimum perimeter for a given area) ; thus it is impossible that . Hence the equation in has three real roots, and, since their sum is positive and their product negative, two roots are positive and the third negative. Of the two positive roots one corresponds to a maximum and one to a minimum.]
27. The area of the greatest equilateral triangle which can be drawn with its sides passing through three given points , , is
, , being the sides and the area of .28. If , are the areas of the two maximum isosceles triangles which can be described with their vertices at the origin and their base angles on the cardioid , then .
29. Find the limiting values which approaches as the point on the curve approaches the position .
[If we take as a new origin, the equation of the curve becomes , and the function given becomes . If we put , we obtain , . The curve has a loop branching at the origin, which corresponds to the two values and . Expressing the given function in terms of , and making tend to or , we obtain the limiting values , .]
30. If , then
31. Show that if then , where is a polynomial of degree . Show also that
(i) ,
(ii) ,
(iii) ,
(iv) ,
(v) all the roots of are real and separated by those of .
32. If , , have derivatives when , then there is a value of lying between and and such that
[Consider the function formed by replacing the constituents of the third row by , , . This theorem reduces to the Mean Value Theorem (§125) when and .]
33. Deduce from Ex. 32 the formula
34. If as , then . If then . [Use the formula , where .]
35. If as , then cannot tend to any limit other than zero.
36. If as , then and .
[Let , so that . If is of constant sign, say positive, for all sufficiently large values of , then steadily increases and must tend to a limit or to . If then , which contradicts our hypothesis. If then , and this is impossible (Ex. 35) unless . Similarly we may dispose of the case in which is ultimately negative. If changes sign for values of which surpass all limit, then these are the maxima and minima of . If has a large value corresponding to a maximum or minimum of , then is small and , so that is small. A fortiori are the other values of small when is large.
For generalisations of this theorem, and alternative lines of proof, see a paper by the author entitled “Generalisations of a limit theorem of Mr Mercer,” in volume 43 of the Quarterly Journal of Mathematics. The simple proof sketched above was suggested by Prof. E. W. Hobson.]
37. Show how to reduce to the integral of a rational function. [Put and use Ex. XLIX. 13.]
38. Calculate the integrals:
39. Formulae of reduction. (i) Show that
[Put , : then we obtain
and the result follows on integrating by parts.
A formula such as this is called a formula of reduction. It is most useful when is a positive integer. We can then express in terms of , and so evaluate the integral for every value of in turn.]
(ii) Show that if then
and obtain a similar formula connecting with . Show also, by means of the substitution , that(iii) Show that if then
(iv) If then
(v) If and then
(vi) If and then
(vii) If then .
(viii) If then
[We have
which leads to the first reductio n formula.]
(ix) Connect with .
(x) If then
(xi) If then
(xii) If then
(xiii) If then
40. If is a positive integer then the value of is
41. Show that the most general function , such that for all values of , may be expressed in either of the forms , , where , , , are constants. [Multiplying by and integrating we obtain , where is a constant, from which we deduce that .]
42. Determine the most general functions and such that , and , where is a constant and dashes denote differentiation with respect to .
43. The area of the curve given by
where is a positive acute angle, is .44. The projection of a chord of a circle of radius on a diameter is of constant length ; show that the locus of the middle point of the chord consists of two loops, and that the area of either is .
45. Show that the length of a quadrant of the curve is .
46. A point is inside a circle of radius , at a distance from the centre. Show that the locus of the foot of the perpendicular drawn from to a tangent to the circle encloses an area .
47. Prove that if is the equation of a conic, then
where , are the perpendiculars from a point of the conic on the tangents at the ends of the chord , and , are constants.48. Show that
will be a rational function of if and only if one or other of and is zero.7249. Show that the necessary and sufficient condition that
where and are polynomials of which the latter has no repeated factor, should be a rational function of , is that should be divisible by .50. Show that
is a rational function of and if and only if ; and determine the integral when this condition is satisfied.up | next | prev | ptail | top |