1.
Among the methods proposed for the numerical approximation of integrals, a prominent place is held by the rules which were developed by Newton and refined by Cotes. Specifically, if the value of the integral
taken from
to
is required, then the values of
for these limiting values of
and for several other intermediate values progressing by equal increments from first to last, are to be multiplied by certain numerical coefficients. This being done, the sum of the products, multiplied by
will supply the desired integral, with greater precision as more terms are used in this operation. Since the principles of this method, which seems to be called into use less frequently by geometers than it should, have nowhere, as far as I know, been fully explained, it will not be out of place to say a few things about them.
2.
Let us agree to use a multitude of
terms, and let
so that the values of
are
etc. up to
and correspondingly the values of
are
etc. up to
finally, let
so that
can also be regarded as a function of
Let
represent the function
or
where
represents each of the integers
,
,
,

and

is the value of

for

It is clear that
represents an integral algebraic function of
of order
and its values for each of the
values of
namely
are equal to the values of
It is also clear that if
is another integral function producing the same values of
for the same values of
then
will vanish for the same values, and therefore it must be divisible by the factors
and therefore also by their product (which is of order
), from which it is clear that
must, unless it is identical to
be of a higher order, meaning that
is the only integral function among those not exceeding order
which coincides with
for those
values. Therefore, if
, when expanded into a series of powers of
, breaks off before the term involving
, it will be identical to
and if the series converges so quickly as to allow the subsequent terms to be neglected, then the function
can replace
within the limits
or
.
3.
Now our integral
is transformed into
taken from
to
and as we have just indicated, we will replace this with
Thus by expanding
into
the integral
from
to
will be
and setting this quantity
the desired integral will be
For example, let us compute the coefficient
for
Here we have
Hence
and therefore
The computation can be shortened a bit by setting
Then we have
Let us set
where the numerator should end in
if
is odd, or in
if
is even. Then
Now the integral
taken from
to
is equal to the integral
from
to
Therefore, by setting
(it being evident that the powers
etc. are absent), the first part
of the integral will vanish for odd values of
while the other part
will vanish for even values, so that the integral
becomes
for even values of
and
for odd values of
In our example we have

hence

as above.
It is worth noting that
and therefore
with the upper sign holding for even
and the lower sign for odd
Hence, since it is easy to see that
we will always have
meaning that the last coefficient is equal to the first, the penultimate to the second, and so on.
4.
We hereby append the numerical values of these coefficients, up to
which were computed by Cotes in Harmonia Mensurarum.
For
or two terms.

For
or three terms.

For
or four terms.

For
or five terms.

For
or six terms.

For
or seven terms.

For
or eight terms.

For
or nine terms.

For
or ten terms.

For
or eleven terms.

5.
Since the formula
exactly represents the integral
from
to
or the integral
from
to
whenever the expansion of
into a series does not go beyond the power
, but otherwise only approximates it, it remains to show how to account for the error induced by the immediately following terms. Let us denote generally by
the difference between the true value of the integral
from
to
and the value derived from the formula. Then
etc. It is evident, therefore, that if
is expanded into a series
then the difference between the true value of the integral
and the approximated value derived from the formula can be expressed as
But evidently,
, etc. up to
are all automatically
thus, the correction of the approximated formula will be
The nature of quantities
, etc. will be examined more accurately later; here, it suffices to provide the numerical values of the first or second, for each value of
so that the degree of precision afforded by the approximate formula can be estimated.
- For
, we have

- For
, we find

- For
, it is

- For

- For

- For

- For

- For

- For

- For

For all even values of
here, we observe
and furthermore
for odd values of
, however, we always have
The reason why this occurs can be deduced easily from the following considerations.
In general, let
denote the difference between the true value of the integral
from
to
and the value derived from the approximate formula, so that we have
with the integral being taken from
to
. Clearly, for odd values of
both the true and approximate integral values vanish: hence
, etc., and generally
for all odd values of
For even values of
on the other hand, the formula can be written as
if
is even; or
if
is odd.
Therefore, if expanding
in a series according to powers of
yields
then the correction to be applied to the approximate value of the integral
from
to
will be
or rather, since
necessarily vanishes for any integer value of
no greater than
the correction will be
for even
or
for odd
The corrections
can be easily converted to
and vice versa. For if we have
then
And similarly,
The terms where
is affected by an odd index will be eliminated from the latter formula, and each should only be continued up to the index
(inclusive). Therefore, it is clear that we will have
from which the above observations can be deduced.
6.
Generally speaking, it will therefore be preferable to assign an even value to
or to employ an odd number of terms, when applying the method of Cotes. Indeed, very little precision will be gained by ascending from an even value of
to the next highest odd one, as the error remains of the same order, although affected by a slightly smaller coefficient. Conversely, ascending from an odd value of
to the next highest even one will increase the order of the error by two, and the coefficient being significantly reduced, so the precision will increase. So if five terms are used, that is, for
the error is approximately expressed by
or
if we set
the error will be approximately
or
thus it will not even be half of the former: on the other hand, for
the error becomes approximately
or
and the precision is increased all the more, as the series into which the function has been expanded converges more quickly.
7.
Following these preliminaries regarding the method of Cotes, we proceed to a general inquiry, discarding the condition that the values of
progress in an arithmetic progression. We thus address the problem of determining the value of the integral
between given limits from some given values of
either exactly or as closely as possible. Let us assume that the integral is to be taken from
to
and let us introduce another variable
so that the integral
from
to
needs to be investigated.
Let
be distinct values of
let the
corresponding values of
be
and let
denote the following integral algebraic function of order
If
is set equal to any of the quantities
, it is clear that the values of this function, coincide with the corresponding values of the function
from which, as concluded in art. 2, we deduce that
is identical to
, provided that
is also an integral algebraic function of order no greater than
or at least it can take the place of
if
can be converted into a series of powers of
which exhibits such convergence that it is permissible to neglect the higher order terms.
8.
To evaluate the integral
let us consider each part of
separately. Let
denote the product
and through the expansion of this product, let
The numerator of the fraction by which
is multiplied in its respective part of
becomes
the numerators in the subsequent parts are likewise
, etc. The denominators are nothing but the values determined by these numerators if
is set respectively to
, etc. Let us denote these denominators respectively by
, etc., so that we have
When
for
we have the identical equation
and therefore
Thus, dividing by
, we get
The value of this function for
is obtained as
Hence
is equal to the value of
for
as is evident for other reasons. Similarly,
etc. will be the values of
for
, etc.
Furthermore, we find the value of the integral
from
to
to be:
Let us arrange these terms in the following order:
It is clear that the same quantity arises if, in the product obtained by multiplying the function
by the infinite series
all terms involving negative powers of
are rejected (or in short, in the integral part of the product, which is an integral function of
),
is replaced by
Therefore let us set [1]
so that
is the integral function of
contained in this product, and
is the other part, namely the series descending to negative infinity. Then the value of the integral
from
to
will be equal to the value of the function
at
So, if we denote the values of the function
determined by
, etc., up to
resp. by
then the integral
from
to
will be
which, when multiplied by
, will give the value, either exact or approximate, of the integral
from
to
.
9.
These operations are somewhat easier to perform if we introduce another variable
For the sake of brevity, we also write
etc. By substituting the value
for
let
be transformed into
or equivalently let
Then
and hence
etc. are the values of
determined by
etc.
Since the series
etc. is nothing but
substituting
will transform it into
etc. Therefore, if we set
so that
is the integral function of
contained in this product, and
is the other part, which is an infinite descending series, it is clear that
However, it is clear that
, being an integral function of
will necessarily become an integral function of
as a result of the substitution
on the other hand,
, which contains only negative powers of
will only generate negative powers of
as a result of the same substitution. Therefore,
will be nothing but
transformed by this substitution, and likewise
will be produced from
Consequently, it makes no difference whether we substitute
into
or
into
From this we conclude that
etc. are also the values of the function
determined by
etc.
10.
Before we proceed further, we will illustrate these precepts with an example. Let
and suppose that
Then we have
Multiplying by
etc., we obtain
Hence the values of the coefficients
are expressed by the fractional function
wherein the values
are subsequently substituted for
The other method, which is a bit faster, yields
from which
, etc. will be values of the fractional function
for
, etc. Both methods yield the same numbers given in Art. 4 of Harmonia Mensurarum. However, in such an example like this, where
, etc. are all rational quantities, the values of the denominator
are more conveniently computed in the original form, namely
for
and likewise for the others. The same holds for the denominator
, which for
becomes
11.
When
, etc., are either partially or altogether irrational, it will be useful to transform the fractional function, from which we derive the numbers
, etc., into an integral function. Since an elementary explanation of this transformation cannot be found in algebraic books, we will provide one here. Specifically, let
be three indeterminate integral functions of
and let us seek an integral function which can be substituted for the fraction
, as far as
is taken to be any root of the equation
Let us assume that
does not vanish for any of these values of
, or equivalently, that
and
imply no common indeterminate divisor. We will denote the exponents of the highest powers of
in
and
by
respectively.
Divide
by
as is usual, until the order of the remainder is less than
let the remainder be
and let its order be
so that
is the highest order term of the remainder; we will denote the quotient of this division by
Similarly, divide the function
by
let the residue
of order
be obtained as
then again from the division of the function
by
let the residue
of order
be obtained as
, and so on, until in the series of functions
etc., each having its highest term affected by a coefficient of
we arrive at
It is easy to see that this must eventually happen, since none of the functions
etc., cannot have a common indeterminate divisor with the preceding one, and therefore, a division without remainder cannot happen as long as the divisor is of order greater than
Thus, we will have a series of equations:

etc., up to
where
etc.,
are integral functions of
of orders
where the numbers
etc., continuously decrease until the last one
and
, etc., are integral functions of
of orders
, etc. (except in the case where
where it is clear that we must set
).
Having prepared in this manner, we form a second series of integral functions of
which we call
etc., up to
Indeed, let us set
and for the remaining functions we derive each from the preceding two according to the same rule by which the functions
, etc., are related to each other, namely through the following equations:

etc., up to
Clearly
is of order
here;
is of order
and likewise the subsequent functions
, etc., are of orders
, etc., so that the last one
is of order
Next we consider a "third" series of functions,
etc., among which any three consecutive terms will manifestly have a similar relation, namely,
Now, the first of these functions is
the second is
hence it is easily inferred that each is divisible by
Moreover, it follows without difficulty that we can replace the fraction
with the integral function
provided that no values are assigned to
other than those which are roots of the equation
for it is clear that the difference
must vanish for such a value of
since
is divisible by
Instead of the function
we can also take the remainder which arises upon dividing it by
whose order will be lower than the order of the function
Indeed, this remainder can be immediately and more conveniently extracted using the following algorithm. We form the following equations:

etc., up to
by dividing
by
then the remainder of the first division
by
then the remainder of the second division by
and so forth. Since the remainder always belongs to an order lower than the divisor, the order of the functions
etc. will be respectively lower than
etc.; while the last
necessarily becomes
since the divisor
is
Therefore, we have
Moreover, since only the roots of the equation
are taken for
it follows that
etc., and under the same restriction, it follows that
However, the order of this expression will necessarily be less than than
since the order of the quotients
etc. must be less than
etc., the order of each part
etc. will be less than
etc.
Finally we observe that if it so happens that among the values of the indeterminate
those that need to be substituted in the fraction
are a mixture of rationals and irrationals, it will be more practical to separate them and only include the latter in the equation
For rational values, there will be no need for calculation; for irrational values, however, the calculation will be simpler the lower the degree of the integral function to which the fraction can be reduced.
12.
Here is an example of the transformation explained in the preceding article. Let the given fractional function be
where
indefinitely represents the roots of the equation
If we wanted to include all seven roots here, we would descend to a sixth-order integral function. However, for the rational value
the calculation of the fraction is straightforward, giving the value
so excluding this root from the equation of sixth degree, we have:
from which it is easily foreseen that there will arise a fourth-order integral function. Now, from the application of the preceding rules, the following sequences emerge:
Hence, the integral function equivalent to the given fraction is derived to be:
13.
To determine the degree of precision of our integral formula
let us generally set
so that
is the difference between the true and approximate values of the integral
taken from
to
. Thus, expanding each fraction into a series gives us
where
or rather (since we already know that
etc. up to
vanish automatically)
Multiplying this by
gives
The first part of this equation is an integral function of
of order
and its values for
etc. are
etc.: therefore, since the same holds for the function
it is clear from the method by which the numbers
etc. are determined that this first part of the equation must be identical to
and thus
Therefore,
can be found by expanding the fraction
and accordingly the coefficients
etc. can be determined. These being found, the correction to the approximate value of our integral
will be
if the series into which
has been expanded is
14.
If desired, the correction can be expressed in terms of the coefficients of powers of
in the series
which is
if we generally write
for the correction to the approximate value of the integral
These corrections
are related to the corrections
via the equation
Thus we can independently determine them, by considering that the substitution
transforms the function
into
or into
or into
or finally, since we know a priori that
etc. up to
automatically vanish, into
But
therefore, since the substitution
transforms
into
(art. 9), the same substitution will transform the function
into
Therefore, if we let
denote the series expansion of the fraction
we will have
in this manner, as many of the coefficients
etc. as are desired may be found.
Thus in the example of art. 10, we find
and so the correction to the approximate value of the integral is
15.
The coefficient
in the series expansion of the function
is, by the theorem of Taylor, equal to the value of the expression
or
for
or
similarly, the coefficient
is the value of the same expression at
or
or
We assign the order
to both coefficients. Therefore, generally speaking, our integration will be exact for orders up to and including
, no matter which values are chosen for
. However, there is nothing to prevent the precision from being raised to a higher degree by judiciously selecting the values of these quantities. Thus, as we have already seen, in Cotes's method, i.e., for
, etc., the precision is automatically extended to order
whenever
is even. Generally, it is evident that if the values of
, etc. are chosen so that in the function
or
, one or more terms vanish from the beginning, the precision will be increased by as many degrees beyond order
as there are terms vanishing. Hence, it is easily inferred that when the number of quantities allowed to be chosen is
by properly determining them, the precision can always be raised to order
inclusive. Thus, with only
terms, the same order of precision can be achieved, which would require
or
terms if we were following the method of Cotes.
16.
The whole matter revolves around determining, for any given value of
, a function
of the form
etc., such that when the product
is expanded into powers
, all of the coefficients are found to be
or if one prefers, a function
of the form
etc., whose product with
etc. is free of the powers
The latter method will be somewhat simpler, since it is easily seen that the coefficients of
, to satisfy the prescribed condition, must alternately vanish, i.e.,
, etc., so around half of the work can already be considered complete. Let us consider some of the simpler cases.
I. For
the sole coefficient of
in the product
must vanish. This yields
hence
Similarly,
II. For
the determination of
depends on two equations:
From which we deduce
hence
The determination of
yields a single equation:
Thus,
leading to
III. For
the function
is determined by three equations:
This yields
hence
To determine
a single equation suffices:
Thus,
leading to
However, we will not further pursue this method, which leads to more and more complicated calculations. Instead, we will proceed to the genuine source of the general solution.
17.
Given a continued fraction
a series of fractions that are succesively closer to it can be found using the following algorithm. Two series of quantities,
etc., and
etc., are formed using the formulas
and so on, where:
and so forth. Furthermore, it is evident, or easily confirmed from the preceding equations, that:
and so on. Hence, it is clear that in the series:
the first term is 
the sum of the first two terms is 
the sum of the first three terms is 
the sum of the first four terms is 
and so on; therefore, the series itself, either extended infinitely or until it is terminated, represents the continued fraction
. Additionally, from this, the difference between
and each of the approximating fractions
, etc., is obtained.
By changing
to
in formula 33 in art. 14 of Disquisitionum generalium circa seriem infinitam, we easily obtain the transformation of the series
into the following continued fraction:
so that we have
Hence for
, etc.,
, etc., we obtain the following values.
With careful attention, it becomes clear that all of the functions
, etc.,
, etc., will be integral functions of the indeterminate
the highest term in
will be
and the powers
, etc., are absent; while the highest term in
will be
, and the powers
, etc., are absent. By what has been shown above, we have
and thus generally
Therefore, if
is converted into a descending series, its first term will be
The product
will indeed be composed of the integral function
and an infinite series whose first term is
Therefore, a function
of order
is automatically obtained, which satisfies the condition established in the previous article, namely, that the product
be free from powers
Namely, it is none other than
and it is evident that
will be equal to
and that the first term of
is
Therefore, if for
are taken to be the roots of the equation
, and the values of the coefficients
are obtained through the precepts stated above, our integral formula will enjoy precision of order
, and its correction will be expressed approximately by
18.
The previous articles describe how to find suitable functions
for each value of the number
, but only successively, as one moves from smaller to larger values. However, we easily observe that these functions can generally be expressed as:
or, if we use the symbol
as in the commentary cited above, as:
This induction can easily be converted into a rigorous demonstration by the well-known method, or, if one prefers, with the assistance of formula 19 in the aforementioned discussion. The function
, if desired, can also be expressed in the reverse order of terms by:
for even
, with the upper or lower sign depending on whether
is even or odd, or by:
for odd
, with the upper or lower sign depending on whether
is even or odd.
The function
does not admit an equally simple general expression; however, from the origin of quantities
, etc., it is clear that the last term of
for even
becomes:
with the upper or lower sign depending on whether
is even or odd.
The function
, whose first term we have already given in the previous article, can also be computed by a recursive algorithm, since we generally have:
and so on, and therefore in the case at hand,
Thus, we find
etc., which can also be represented by series as follows:
etc. Following this induction, we will generally have
with the infinite series
or, if one prefers, with
This induction can also be easily elevated to full certainty either by the well-known method or with the help of formula 19 in the aforementioned discussion.
19.
Since it suffices to know either of the functions
or
, we have preferred the determination of the latter as simpler. This determination, relying on the expansion of the series
etc. into a continued fraction, could have been derived by similar reasoning from the expansion of the series
etc. into a continued fraction:
However, we arrive at the same conclusion by considering that
is none other than
or
with
replaced by
In this way, the functions successively adopted for
can be determined by the following algorithm:
etc. By induction, it follows that generally
or
, which can be easily demonstrated. If one prefers,
can also be expressed with the inverse order of terms, as
where the upper sign holds for odd
, and the lower for even
. Finally, in a similar manner, one finds that
is equal to the product of
with the infinite series
or with
.
20.
Since the powers
etc. are absent from the function
, the roots of the equation
will always occur in pairs of equal magnitude but opposite signs, except that for even values of
, it is necessary to include a singular root
. Once the roots are found, the values of coefficients
etc. will be obtained according to the method in art. 11, through an integral function of
. For odd values of
, this function will be of the form:
For even values, if the coefficient corresponding to the root
is excluded, it will be of the form:
The example in art. 12 illustrates this reduction for
It is clear that opposite values of
always correspond to equal coefficients. Of course, in the case where n is even, the coefficient corresponding to the root
can be easily assigned a priori. This coefficient will be obtained if
is substituted into
We have already provided the value of the numerator
for
in art. 18, and the value of the denominator is
Thus the sought coefficient is:
21.
The integral function of
which produces the coefficients
etc. in the case we are treating here can also be derived independently of the general method of art. 11, in the following manner. By differentiating the equation
substituting
and multiplying by
we obtain
The terms on the left-hand side of this equation clearly constitute an integral function of
thus it follows that on the right-hand side, the coefficients of powers of
with negative exponents must destroy each other.
But
produces an infinite series starting from the term
which when multiplied by
can only result in a constant quantity
From this, we deduce that[2]
must be divisible by
and therefore the fractional function
which produces the coefficients
etc., will be equivalent to the integral function
This function, which is of order
clearly implying only even powers of
, can be replaced with the remainder arising from its division by
, which will be of order
or
depending on whether
is even or odd. However, if in the former case we prefer to exclude the coefficient corresponding to the root
we can instead replace it with its remainder upon division by
, which will only be of order
22.
In order to make available that which is required for the application of the method thus far presented, it seemed appropriate to append, for successive values of the number
numerical values of the quantities
etc., and also of the coefficients
etc., computed to sixteen figures, together with their logarithms to ten figures.
I. First term, 
Correction to the integral formula approximately
II. Second term, 
Correction approximately
III. Third term, 
Correction approximately
IV. Fourth term, 
General expression for the coefficients
Correction approximately
V. Fifth term, 
General expression for the coefficients, excluding
Correction approximately
VI. Sixth term, 
General expression for the coefficients
Correction approximately
VII. Seventh term, 
General expression for the coefficients, excluding
Correction approximately
23.
Coronidis loco, we will illustrate the effectiveness of our method by computing the value of the integral
from
to
- I. From the first term, we have

- II. From the second terms we get

- III. From the third terms

- IV. From the fourth terms

- V. From the fifth terms

- VI. From the sixth terms

- VII. From the seventh terms

In the calculations of Bessel, the value of the integral was found to be
- ↑ It will hardly be necessary to point out that the characters
are to be understood here in a different sense than in art. 2.
- ↑ At the same time, it is requested to demonstrate that
cannot have a common indeterminate divisor with
, nor can the equation
have equal roots.