INFINITE PRODUCTS
AND INTEGRATION.
DRAFT COPY ONLY.
8/4/2005
Raimond A. Struble, PhD.
Professor Emeritus
Department of Mathematics
North Carolina State University at Raleigh
Raleigh, NC.
Send comments and correspondence to:
raimondstruble@yahoo.com
See also:
http://www.infiniteproduct.info/strupict.htm .............
http://www.infiniteproduct.info/struifpr.htm .............
http://www.infiniteproduct.info/struppma.htm .............
http://www.infiniteproduct.info/infnpapl.htm
ABSTRACT.
A brisk treatment of infinite products, which lead to Lebesgue integration,
is presented at an elementary (undergraduate) level in mathematics.
This includes further clarification (beyond that of references
[1], and
[2]) of the geometric role played by
rectangle-filling by isosceles triangles˚
as related to infinite products˚
and integration˚,
including now double integrals˚.
We present completely new interpretations of all (real-valued) infinite
products, using a visual scheme of filling double rectangles by
isosceles triangles. One rectangle captures the increasing factors,
while the other rectangle captures the decreasing factors.
Every possibility (convergent or not) is included, and
the indeterminate cases are resolved whenever appropriate.
TABLE OF CONTENTS.
Abstract.
Table of Contents.
Introduction.
Chapter 1: Rectangle-filling and infinite products.
Section 1A:
Decreasing Products and the Filling-Lemma.
Section 1B:
Riemann-zeta Case.
Chapter 2: Increasing Products.
Chapter 3: Mixed Increasing and Decreasing Products.
Chapter 4: Remanding by Inverted Triangles.
Chapter 5: Infinite Products and Integration.
Section 5A:
Link between Decreasing Products and Integration.
Section 5B:
Riemann-Zeta Case.
Chapter 6: Products Depending upon a Parameter
and Double Integrals.
Section 6A:
The Cosine Example.
Section 6B:
The Sine Example.
Section 6C:
Double Integrals.
Section 6D:
Riemann-zeta Example.
Chapter 7: Decreasing Products and Integration
with Remanded Triangles.
Chapter 8: Double-rectangle and Mixed Products.
Chapter 9: Quotient-products
and Double-rectangle-Filling.
Chapter 10: Integration with Positive and Negative
Tent-functions.
Chapter 11: The Reverse Question: Mikusiński's Theorem.
Chapter 12: Acknowledgments.
Chapter 13: References.
INTRODUCTION.
References [1], and
[2], furnish the principal source
of introduction to the present work, although this treatment is intended,
more or less, as an independent development. The topics are separated
into many chapters, for easy passage through the material. Hopefully,
the journey is clear and rewarding to those interested in infinite products.
Very many concrete examples and applications of infinite products
are presented in the previous work.
Here, we are mainly concerned with some theoretical
underpinnings and the completion of the linkage to Lebesgue integration,
relying heavily upon Mikusiński's Theorem.
CHAPTER 1: RECTANGLE-FILLING
AND INFINITE PRODUCTS.
Next Chapter.
Previous Chapter.
Return to Table of Contents.
SECTION 1A. DECREASING PRODUCTS
AND THE FILLING-LEMMA.
In two recent endeavors [1,
2], a geometric selection process,
intending to fill up a rectangular area
˚
with isosceles triangles
˚
has been crystallized. The easiest way to explain this process has been
through pictures of a few initial steps. One commences by filling
one-half the rectangle with a single triangle, and then through
a succession of steps, selects symmetrically located collections
of isosceles triangles
to fill the remaining half-rectangle,
as illustrated below:
31.
32.
33.
34.
28.
The process is to continue indefinitely in infinitely many steps, with the
ultimate question remaining: do the triangles completely fill the rectangle?
One can quantitatively characterize this process by considering
a corresponding sequence, r1, r2, r3,
... rn, ..., of non-negative numbers depicting the fractions
of the unfilled portions assailed by the triangles at each step.
At step 1, two triangles fill an r1-fraction
of the remaining area. This leaves an (1-r1)-fraction
of the area yet-to-be-filled. At step 2, six triangles fill an
r2-fraction of the remaining area. This leaves a
(1-r1)(1-r2)-fraction of the area
yet-to-be-filled. At step 3, eighteen triangles fill an
r3-fraction of the remaining area. This leaves a
(1-r1)(1-r2)(1-r3)-fraction
of the area yet-to-be-filled. Clearly, if this process is continued
indefinitely, then the infinite product:
(1.1)
P = (1-r1)(1-r2)(1-r3)
... (1-rn)....
gives the final fraction of the area remaining. Only if P=0,
do the isosceles triangles˚
completely fill the rectangle. If P>0,
then that number is the fraction of the one-half rectangle
that has not been filled.
In [2], it is demonstrated that,
in any event, the product P always satisfies the inequalities:
(1.2)
(1-R)S/R < P < e-S,
where S is the sum of the corresponding infinite series
(finite or infinite):
(1.3)
S = r1 + r2 + r3
+ ... + rn + ...,
and R = l.u.b. 1<n<∞
rn. Various ramifications of these inequalities are expounded
upon in [2]. Here we simply declare
what we call the Filling-Lemma:
FILLING-LEMMA:
The sequence of isosceles triangles conforming to the fractions
rn of unfilled portions of the rectangle,
will completely fill the rectangle, if and only if the corresponding
infinite series (1.3) diverges
(S = ∞). Whenever S converges (S < ∞),
the corresponding infinite product (1.1)
is positive and P is the fraction of the one-half rectangle
that is not filled.
The above illustration depicts the case rn=1/4
(all n), and so, indeed, such triangles do completely fill
the rectangle. In many other interesting examples, the triangles
do not completely fill the rectangle.
There are aspects of this special rectangle-filling process that should be
noted. First of all, the process is characterized by a sequence of steps
in which specific, non-overlapping collections of isosceles triangles
are placed so as to be in contact with earlier triangles (and the rectangle).
Except for the preliminary, large triangle, every individual isosceles triangle occupies an unfilled portion within a skewed triangle pointing
downward, and making contact with the edges of the latter. This process
can result in either a fat or slim isosceles triangle with reduced area,
or a maximum-area triangle having one-half the dimensions
of the skewed triangle:
FAT:
36.
MAX (1/4):
73.
SLIM:
38.
Because of this, any infinite product (1.1), reflecting this
particular geometric filling-process, is limited by the condition
rn < 1/4 for all n. This is not a very
severe limitation, much as it appears, since if rn > 1/4
for infinitely many n, then the series S diverges, and the
immediate conclusion is that P=0. (The omission of finitely many
factors only changes the numerical value of an infinite product, which can
easily be accounted for.) Whenever rn is appreciably less
than 1/4, then the corresponding isosceles triangles must either be
very slim or very fat ones, and the pictures illusrating the filling-steps
are severely altered. For example, with the fractions
rn = 1/n (n > 1/4), such as from the
harmonic series˚,
the slim triangles˚
rapidly degenerate into essentially
vertical-line segments:
355.
Nonetheless, in this case the triangles do completely fill
the rectangle, since the harmonic series diverges.
SECTION 1B. RIEMANN-ZETA CASE.
In [1,
2],
we have pointed out a more dramatic (and interesting) case,
wherein the fractions are the Riemann-zeta-numbers,
rn = 1/ps, where p is the
nth prime, and s is the (real) Riemann variable,
greater than 1. Four of the many, many possibilities
using slim and fat triangles in various ways are illustrated below,
when s=2.
356.
357.
390.
391.
Regardless of how the triangles are chosen, however, they do not completely
fill the rectangle, since the corresponding infinite series:
(1.4)
S = 1/2s + 1/3s + 1/5s + 1/7s
+ ...
converges for all s > 1. Therefore, by the
Filling-Lemma,
a fraction:
(1.5)
P = (1 - 1/2s)(1 - 1/3s)(1 - 1/5s)(1 - 1/7s) ...
of the one-half rectangle remains at the end. This familiar infinite product
is equal to the reciprocal of the Riemann-zeta-function:
(1.6)
ζ(s) = 1 + 1/2s + 1/3s + 1/4s
+ 1/5s + 1/6s + 1/7s + ....
(all integers)
by Euler's well-known product formula. The fraction of the one-half
rectangle that is actually filled, therefore, is given by:
(1.7)
F = 1 - P = 1 - 1/ζ(s).
A graph of this particular situation for s > 0 is rather
interesting:
407.
This is not just an artificial piecing together of the F-values
for the two ranges, 0 < s <1 and 1 < s,
but rather, is an actual plot of the convergent infinite series:
(1.8)
F = 1/2s + (1 - 1/2s)1/3s
+ (1 - 1/2s)(1 - 1/3s)1/5s
+ (1 - 1/2s)(1 - 1/3s)(1 - 1/5s)1/7s + ...
for 0 < s. This is but a special case
of the general formula:
(1.9)
F = 1 - P = r1 + (1 - r1)r2 +
(1 - r1)(1 - r2)r3 +
(1 - r1)(1 - r2)(1 - r3)r4 +
...,
which holds for any P in (1.1), and
always converges (This formula can be obtained simply by expanding the
factors in (1.1)). In the Riemann-zeta case,
(1.8) converges to the correct constant value
1 for 0 < s <1, and these are
the successful filling-cases, while (1.8)
converges to 1 - 1/ζ(s) for s > 1, the unsuccessful
filling-cases. Many more examples of rectangle-filling, and non-filling,
by isosceles triangles are included in [2]
(a few we shall revisit here), and for which the geometric interpretation
is given by an infinite product,
(1.1).
These products have been labeled, decreasing products.
CHAPTER 2: INCREASING PRODUCTS.
Next Chapter.
Previous Chapter.
Return to Table of Contents.
Also of interest are increasing products, such as:
(2.1)
P = (1+r1)(1+r2)(1+r3)...,
where the non-negative numbers, rn, are not, as yet,
restricted. A complete treatment of these products as a separate topic
is given in [2],
but here we will recast these products in terms of decreasing products.
The simple trick is to consider reciprocal products:
(2.2)
Pˇ = 1/(1+r1)(1+r2)(1+r3)...,
and replace each reciprocal,
1/(1+rn), by its equal,
(1-řn), where:
řn = rn/(1+rn)
Using inequalities (1.2) for:
(2.3)
Pˇ = (1 - ř1)(1 - ř2)(1 - ř3)...
one obtains:
(2.4)
(1 - Ř)Š/Ř < Pˇ
< e-Š
where:
(2.5)
Š = r1/(1 + r1) + r2/(1 + r2) + r3/(1 + r3) + ...,
and Ř = l.u.b.k rk/(1 + rk).
Thus when one reconsiders the increasing product,
(2.1) itself, we obtain:
(2.6)
eŠ < P <
(1 - Ř)-Š/Ř =
[(1 + Ř/(1 - Ř))]Š/Ř
= (1 + rk)Š/Ř.
The last expression holds whenever the l.u.b. above is an actual
maximum, rk/(1 + rk). Moreover, a geometric
interpretation of the filling of a rectangle by isosceles triangles follows
from (2.3), whenever
řn < 1/4 holds for all
n. This outcome is guaranteed by the restriction
rn < 1/4 in (2.1).
Again, the latter is not a very severe restriction, since if
rn > 1/4 for infinitely many n, then
P = ∞ anyway. In this case, P = ∞ is the
circumstance Pˇ = 0, so that P in
(2.1) is finite if and only if the series
(2.5) converges, and the rectangle
is not completely filled by the triangles. The inequalities
(2.6) provide useful information
as to the numerical value of P, directly in terms of the
rn-values. The right-hand member can be conveniently
replaced by eS, where
S = r1 + r2 + r3 ...
(see (2.5)
of [2]).
We should emphasize that all the discussion and examples of
Chapter 1: Rectangle filling and infinite products
apply directly to these increasing products, requiring only that one take
into account the fact that P = 1/Pˇ.
NEW CHAPTER 3: MIXED INCREASING AND DECREASING PRODUCTS.
Next Chapter.
Previous Chapter.
Return to Table of Contents.
The trick of employing reciprocals is particularly useful for analyzing
mixed increasing and decreasing infinite products:
(3.1)
P = (1 - r1)(1 + r2)(1 - r3)
(1 + r4) ... (1 - r2n+1)(1 + r2n+2) ....
This formulation is completely general, since any of the
rn-values can be zero, and the corresponding factors
just disappear from the product. Replacing (1 + r2n+2)
by its equal, 1/(1 - ř2n+2), with
ř2n+2 = r2n+2/(1 + r2n+2),
we obtain the equivalent quotient-product:
(3.2)
P = PQ = [(1 - r1)/(1 - ř2)]
[(1 - r3)/(1 - ř4)]
[(1 - r5)/(1 - ř6)] ....
which will be analyzed in detail in
Chapter 8: Double-rectangle and Mixed Products.
and in Chapter 9: Quotient-products
and Double-rectangle-Filling.
Here we make the simple observation that whenever the two infinite
series:
(3.3)
r1 + r3 + r5 + ....
and
ř2 + ř4 + ř6 + .....
converge, this quotient-product can be replaced (upon rearrangement
of factors) by:
(3.4)
P = PQ = (1 - r1)(1 - r3)(1 - r5) ... / (1 - ř2)(1 - ř4)(1 - ř6)...,
which exhibits two decreasing products. Each of these can be depicted
by rectangular-filling schemes (unsuccessful, of course), and whose
numerical quotient yields the valid product number. The discussions
and examples of
Chapter 1: Rectangle-filling and infinite products
apply directly to each of these.
When the series (3.3) may not converge,
a possible treatment of (3.1), referred to
as "turning a mixed increasing-decreasing product into a decreasing product"
in [2], is available whenever the pairwise products:
(1 - r2n+1)(1 - r2n+2) = (1 - r'2n+1)
result in non-negative r'2n+1 = r2n+1
- r2n+2 + r2n+1r2n+2 values.
In such cases, (3.1) becomes
(3.5)
P = P' = (1 - r'1)(1 - r'3)(1 - r'5) ...,
and the inequalities
(3.6)
(1 - R')S'/R') < P = P' < e-S'/R'
hold, where
S' = r'1 + r'3 + r'5 + ...
and R' = l.u.b. r'2n+1. In the form
(3.5), the mixed product
(3.1) is subject to the filling lemma
and to all the discussions and examples of
Chapter 1: Rectangle filling and infinite products,
and the inequalities (3.6) furnish
useful information as to the numerical value of P.
Should one presuppose the opposite effect, where the pairwise products:
(1 - r2n+1)(1 + r2n+2) = 1 + (1 - r"2n+2)
result in a non-negative r"2n+2 = r2n+2 -
r"2n+1 - r2n+1r2n+2 values, then
(3.1) becomes:
(3.7)
P = P" = (1 + r"2)(1 + r"4)(1 + r"6) ....
In [2], it is shown that P" satisfies the inequalities:
(3.8)
(1 + R")S"/R") < P = P" < eS"/R",
where S" = r"2 + r"4 + r"6 + ...,
and R" = l.u.b. r"2n+1. Hence in this circumstance,
P = P" is finite if and only if S" < ∞.
Finally, one can replace (1- r2n+1) with its equal,
1/(1 + ř2n+1) in (3.1),
where ř2n+1 = r2n+1/(1 + r2n+1),
and obtain another intriguing equivalent quotient form:
(3.9)
P = PQ = [(1 + r2)/(1 + ř1)]
[(1 + r4)/(1 + ř3)]
[(1 + r6)/(1 + ř5)] ...,
to complete the landscape (so to speak). Again, we observe that
whenever the two series
(3.10)
ř1 + ř2 + ř3 + ...
and
r2 + r4 + r6 + ...
converge, this quotient-product (3.9)
can be replaced (upon rearrangement of factors) by:
P = PQ = (1 + r2)(1 + r4)(1 + r6)
... / (1 + ř1)(1 + ř3)(1 + ř5) ...
Each of these increasing products converges, and their numerical quotient
yields the valid product number. (The convergences in
(3.3) and (3.10)
follow from those of the
primary
series
r1 + r3 + r5 + ...
and r2 + r4 + r6 + ...).
CHAPTER 4: REMANDING BY INVERTED TRIANGLES.
Next Chapter.
Previous Chapter.
Return to Table of Contents.
Pursuing the rectangle-filling process still further, we now reconsider,
and extend the "remanding" concept illustrated in
[2].
This concept is best explained by again illustrating a few beginning steps.
Following step 1, after having placed two isosceles triangles
according to the fraction r1, step 2 becomes
a remanding step, consisting of returning to the rectangle a portion
r2 of the two r1-triangles.
This remanding step is depicted by two inverted isosceles triangles.
393.
Then the portion of the 1/2-rectangle yet-to-be-filled becomes:
(1 - r1) + r1r2,
since r1 is the fraction un-remanded at step 1,
and r2 is the fraction of
the latter that is actually-remanded. This quantity,
r1r2,
is returned to the rectangle, so the plus sign is appropriate.
Following step 3, after having placed eight isosceles triangles
(two in the r2 remanded, inverted triangles) according to
the fraction r3, an r4-portion of these
eight r3-triangles is remanded to the rectangle.
Again, the remanding step is depicted by eight inverted isosceles triangles.
394.
Then the portion of the 1/2-rectangle yet-to-be-filled becomes
the product:
[(1 - r1) + r1r2]
[(1 - r3) + r3r4].
When this complicated remanding procedure is continued indefinitely,
the ultimate fractional part of the 1/2-rectangle remaining
is given by the infinite product:
(4.1)
PR = [(1 - r1) + r1r2]
[(1 - r3) + r3r4] ...
[(1 - r2n+1) + r2n+1r2n+2] ...
= [(1 - r1(1 - r2)]
[(1 - r3(1 - r4)] ...
[(1 - r2n+1(1 - r2n+2)] ...,
where the even-numbered fractions depicted the remanding steps, following
the filling, odd-numbered steps. In the procedure illustrated above,
the r2n+2-values are bounded by 1/4, since the
inverted triangles are placed within the right side-up ones. As if this
remanding process isn't complicated enough already, we now ask if it is
possible to find some way to increase the value of the remanding fractions
r2n+2 in (4.1). The answer
is yes, and it can even be illustrated pictorially. For if at the remanding
step 2, several inverted isosceles triangles are employed
to exhaust more of the area of the two r1-triangles
(the Filling-lemma guarantees the extreme
possibility of remanding it all) then r2
will be increased accordingly:
395.
This modification can be continued indefinitely, and thus, without being
specific, one imagines an extension of (4.1)
to cover all situations where the even-numbered fractions
r2n+2 are restricted only by the inequality:
(4.2)
r2n+2< 1
With this relaxed inequality, it is possible to convert many mixed
increasing and decreasing products:
(3.1)
P = (1 - r1)(1 + r2)(1 - r3)
(1 + r4) ... (1 - r2n+1)(1 + r2n+2) ...
into visible form of remanding products
(4.1).
For if the inequality
(4.3)
r2n+2 <
r2n+1 / (1 - r2n+1)
holds, then the fractions
(4.4)
r2n+2* =
(1 - r2n+1) r2n+2 / r2n+1
satisfy (4.2), and
[(1 - r2n+1(1 - r2n+2*)]
= (1 - r2n+1)(1 + r2n+2).
Therefore,
(4.5)
P = PR = [1 - r1(1 - r2*)]
[1 - r3(1 - r4*)] ...
[1 - r2n+1(1 - r2n+2*)] ...
The inequality (4.3), (same ones leading to
(3.5)) allows for the r2n+2
values greater than r2n+1 values. In fact, whenever
r2n+1 < 1/4 holds, then
r2n+2 < 1/3 will suffice, which is
not very restrictive. However, when the opposite inequality:
(4.6)
r2n+1 / (1 - r2n+1) < r2n+2
holds, then the mixed products (3.1)
can be expressed as an increasing product:
(3.7)
P = P" = (1 + r"2)(1 + r"4)(1 + r"6) ....
where r2n+2" = r2n+2(1 - r2n+1)
- r2n+1 > 0. This (in turn) leads to
a reciprocal product (2.2) for evaluation
and analysis as a decreasing product. It appears that a majority
of mixed products, therefore, can be displayed as a decreasing product,
using either the remanding process or (2.2).
This is particularly important for resolving indeterminacies, when
both of the infinite products
(1 - r1)(1 - r3)(1 - r5)... and
(1 + r2)(1 + r4)(1 + r6)... diverge.
(See Chapter 9: Quotient-products
and Double-rectangle-Filling.)
It is of interest to interpret (4.1)
as a decreasing infinite product, for which the rate of decrease
is simply retarded by the internal (1 - r2n+2) factors.
Of course, these can now retard the decrease sufficiently to produce
a positive value of P, where the odd-numbered factors
(1 - r2n+1) by themselves, would not. The geometric picture
of rectangle-filling (and remanding) by isosceles triangles can be
very, very complicated, but the meaning of the numerical results
in (4.1) are straightforward enough.
Finally, we remark that the remanding procedure can be instituted
at the very beginning. For a portion of the area of the preliminary
big triangle (step 0) can be remanded by inverted triangles
as illustrated.
404.
These remanded, inverted triangles then participate in the subsequent
filling-procedure. We choose not to pursue the relative arithmetical
details, such an 0-step entails, but will continue to work with the
1/2-rectangle, as initially envisioned.
CHAPTER 5: INFINITE PRODUCTS
AND INTEGRATION.
Next Chapter.
Previous Chapter.
Return to Table of Contents.
SECTION 5A. LINK BETWEEN DECREASING PRODUCTS AND INTEGRATION.
An interesting link between decreasing infinite products
(1.1) and integration was exploited in
[1]. (Actually, initiating 20 years earlier
in a similar special colloquium given, 17 April 1984, at N.C.S.U., entitled,
"Can one do research using calculus and pictures?") For this purpose,
using the geometrical picture, one envisions a process of lowering
all filling isosceles triangles to the base of the rectangle, and
subsequently interpreting their images as being defined by simple functions
of a variable, x, along the base. Because these are
triangular in shape and their graphs resemble tents, we have chosen
to call them tent-functions:
396.
The combined graph of these infinitely many tents is, in general,
very complicated indeed, most especially when coming from
very slim triangles˚
and very fat triangles˚
(as those displayed in
Chapter 1. Rectangle-filling and infinite
products).
But if we imagine that these functions become linearly-ordered
in some manner or other:
(5.1)
t1(x), t2(x), t3(x), ...,
tn(x), ...,
then their integrals over the base of the rectangle add up to:
(5.2)
F = ∫t1(x)dx + ∫t2(x)dx +
∫t3(x)dx + ... + ∫tn(x)dx + ...,
which is just the sum of the areas of the filling isosceles triangles,
where F = 1 - P. Now the pointwise sums of the tent-functions in
(5.1)
(5.3)
L(x) = t1(x) + t2(x) + t3(x) + ... +
tn(x) + ....
define a Lebesgue-integrable-function of x,
of perhaps a severe nature:
397.
Nonetheless, the infinite decreasing product:
(1.1)
P = (1-r1)(1-r2)(1-r3)
... (1-rn)....
is given directly in terms of the integral of any such function by:
(5.4)
P = 1 - F = 1 - ∫ L(x)dx.
Of course, there are many, many such Lebesgue-integrable-functions,
L(x), (5.3) satisfying
(5.4) for any given product, P.
But so long as the restriction, rn < 1/4
is maintained for all n, the geometric picture stemming from any
rectangle-filling process by isosceles trianges conforming to the fraction,
rn, can be used to display some of the more interesting
ones, which are closely connected to the infinite product. Since increasing
products (2.1) can be expressed in terms of
decreasing products, the analogous formula for these becomes:
(5.5)
P = 1/(1 - ∫ Lˇ(x)dx),
where Lˇ(x) is one of the integrable-functions obtained by
lowering the filling-triangles associated with the reciprocal product in
(2.3).
SECTION 5B. RIEMANN-ZETA CASE.
It is instructive to examine this situation in the particular case
of the rectangle-filling (or not) by isosceles triangles conforming
to the Riemann-zeta-numbers. Since the product, P, in
(1.5) is given by:
(5.6)
P(s) = 1/ζ(s)
(at least for s > 1), and F(s) = 1 - P(s) yields
the fraction of filling for any of the various choices,
(5.4) yields, more explicitly:
(5.7)
F(s) = 1 - 1/ζ(s) = ∫ L(s,x)dx,
for s > 1. However, as noted previously, F(s)=1 for
0 <s < 1, and can be expressed as a convergent
infinite series (1.8) throughout the entire
range s > 0. The myriad of integrable-functions
L(s,x) are best visualized by reference to the illustrations of
Chapter 1: Rectangle-filling and infinite products
for s > 0. For 0 <s < 1,
not only is F(s)=1, but for any possible choice of collections
of tent-functions (stemming from the successful filling-triangles),
the corresponding pointwise sum:
(5.8)
L(s,x) = t1(s,x) + t2(s,x) + t3(s,x)
+ ... + tn(s,x) + ....
will produce the identity L(s,x) = 1 along the associated
rectangle. This result, of course, is because the corresponding triangles
completely fill up the rectangle. The interesting functions,
L(s,x), are those for s > 1, which one can only guess at.
CHAPTER 6: PRODUCTS DEPENDING UPON A PARAMETER
AND DOUBLE INTEGRALS.
Next Chapter.
Previous Chapter.
Return to Table of Contents.
In this Riemann-zeta-number example, the infinite products involved
depend upon a parameter, which is typical of many examples of such products.
In [2], we have examined quite a number
of these, and for which the letter x was used as the parameter.
Here we would rather retain the letter x to symbolize the extent
of a variable along the base of various rectangles considered, as above
for L(s,x) in (5.8). So we will make
something of a heretical choice, and use s as a parameter throughout.
One of the simplest examples from [2]
is the increasing product:
(6.1)
P0(s) = (1 + 1/s)(1 + 1/s2)(1 + 1/s3) ...
(s > 4 for rectangle-filling)
which, in turn, after inversion (see (2.1))
leads to a decreasing one:
(6.2)
P0ˇ(s) = (1 - 1/(1+s))(1 - 1/(1 + s2))
(1 - 1/(1 + s3)) ...,
If a rectangle is filled (actually unsuccessfully) by a selection
of collections of isosceles triangles conforming to the fractions
rn = 1/(1 + sn),
then the pointwise sum of the corresponding tent-functions,
t1(s,x), t2(s,x), t3(s,x), ...,
yields an integrable-function:
(6.3)
Lˇ(s,x) = t1(s,x) + t2(s,x) + t3(s,x)
+ ...
for which:
P0(s) = 1/(1 - ∫ Lˇ(s,x)dx)
holds for s > 4. So:
(6.4)
∫ Lˇ(s,x)
= 1 - 1/P0(s).
SECTION 6A. THE COSINE EXAMPLE.
The following is a much more interesting example from
[2],
stemming from the well-known cosine infinite product:
(6.5)
cos π s = (1 - 4s2)(1 - 4s2/32)
(1 - 4s2/52) ...
(1 - 4s2/(2n-1)2) ...,
and we limit s to the interval 0 < s < 1/2,
where it remains a decreasing product (s < 1/4 is needed
for rectangle-filling). If a rectangle is filled (unsuccessfully) by a
selection of collections of isosceles triangles conforming to the fractions
rn = 4s2 / (2n - 1)2, then the
pointwise sum of the resulting tent-functions, t1(s,x),
t2(s,x), t3(s,x)..., yield an integrable-function:
L(s,x) = t1(s,x) + t2(s,x) + t3(s,x) +
...,
for which:
(6.6)
cos π s = 1 - ∫ L(s,x) dx
holds. The graph of cos πs gives no indication of which
L(s,x) function of x might be involved for each s.
SECTION 6B. THE SINE EXAMPLE.
Another well-known example stems from the sine infinite product
(quotient form):
(6.7)
sin πs/πs = (1 - s2)(1 - s2/22)(1 - s2/32)(1 - s2/42) ...
which for 0 < s < 1 remains a decreasing product.
(For rectangle-filling, s < 1/2). Again, for each such
s, we envision an integrable-function:
L(s,x) = t1(s,x) + t2(s,x) + t3(s,x) + ...,
resulting from some selection of collections of isosceles triangles
conforming to the fractions rn
= s2/n2 of the filling-triangles,
and for which:
(6.8)
sin πs/πs = 1 - ∫ L(s,x) dx
holds.
SECTION 6C. DOUBLE INTEGRALS.
We are particularly concerned with these latter two examples, since they
facilitate the extension to double integrals. Indeed, there is very
little mystery as to what the integrals with respect to the paramater
s give. From (6.6), one obtains
(using the not uncommon symbolic confusion about variables and integration):
∫ cos π s ds = sin π s / π
= s - ∫ ∫ L(s,x) dx ds,
or by (6.5):
(6.9)
∫0s
(1 - 4s2)(1 - 4s2/32)
(1 - 4s2/52) ... ds
= s - ∫0s ∫ L(s,x) dx ds,
in infinite product form explicitly for the definite integral.
From (6.7), one obtains directly
the infinite product form for the definite integral:
(6.10)
∫0s (1 - s2)
(1 - s2/22)
(1 - s2/32) ... ds
= s - ∫0s ∫ L(s,x) dx ds,
where we do not have an antiderivative in closed form to use.
For s=1/4 and s=1/2, one can write, respectively:
(6.11)
∫01/4
cos π s ds = 1/4 -
∫01/4 ∫ L(s,x) dx ds
= 1/21/2 π.
and:
(6.12)
∫01/2 sin π s / π s ds
= 1/2 - ∫01/2 ∫ L(s,x) dx ds = ?
(numerical?)
The point to be made with these two concrete examples is that in the
general case, (5.4) often becomes
of special interest when the product factors involve and auxiliary parameter
s, and we can write:
(6.13)
P(s) = 1 - F(s) = 1 - ∫ L(s,x) dx.
Therefore, the definite (and even indefinite) integrals of such a product
P(s), simple or not, might be contemplated and readily identified.
In such situations, these can be throught to involve double-integrals
of two-variable-functions, L(s,x). The construction (definition)
of the two-variable-function involves a selection, for each fixed s,
of collections of rectangle-filling-triangles conforming to the fractions
rn(s) of the product:
(6.14)
P(s) = (1 - r1(s)) (1 - r2(s)) (1 - r3(s))
... (with rn(s) < 1/4)
and lowering these to the base of the rectangle, to form a sequence,
t1(s,x), t2(s,x), t3(s,x), ...,
of tent-functions (of x). Then the pointwise sum:
(6.15)
L(s,x) = t1(s,x) + t2(s,x) + t3(s,x) + ...
is what ends up on the right-hand side in
(6.13). A single integration then
of the left-hand member leads to the formula:
(6.16)
∫ P(s) ds = s - ∫ ∫ L(s,x) dx ds.
for the double-integral on the right. In many examples, the
left-hand-member is readily evaluated, or at least easily interpreted
from a graph of P(s), as in the above cases.
It is of passing interest to observe that
if the above treatment of the sine example
is modified so as to employ the (non-quotient form)
infinite product:
sin πs = πs (1 - s2) (1 - s2/22)
(1 - s2/32) ...,
then the selections of filling triangles need not change at all,
since the factor,
πs
merely changes the scale of any associated rectangle
(See Chapter 11:
The Reverse Question. Mikusiński's Theorem).
We would then have explicitly,
0∫1/2
sin πs = 1/2 - 0∫1/2
L(x,s) dx ds = 1/π,
in lieu of (6.12).
Chapter 4: Remanding by Inverted Triangles.
SECTION 6D. RIEMANN-ZETA EXAMPLE.
Below we attempt to illustrate this overall phenomenon with the
Riemann-zeta example.
398.
At each s-station, the function-values of L(s,x)
(along the rectangle) are obtained from the summation
in (6.15), where the tent-functions,
tn(s,x), have resulted from the lowering of the
filling-isosceles-triangles corresponding to the zeta-numbers,
1/ps. The degree of success of the filling-process
is given by the final fraction, F(s), displayed along the
right-hand edge of the rectangle at s. This display, when viewed
along the entire s-axis, is the same as in the graph
following (1.7),
and at each s-station, for s > 1, gives the area F(s)
under the very ragged L(s,x) curve (explicitly: the number
1 - P(s) = 1 - 1/ζ(s)). The composite then of all these
L(s,x) values defines the two-variable-function in the
(s,x)-plane and for which F(s) = ∫ L(s,x)dx holds
at each s-station. (For 0 < s < 1,
L(s,x)=1). Then by Fubini's Theorem, the double-integral:
∫0s ∫ L(s,x) dx ds
= ∫0s F(s) ds
is equal to the repeated integral, now represented as:
(6.17)
∫0s F(s)ds =
∫0s (1 - P(s))ds =
∫01 ds -
∫1s 1/ζ(s) ds
= 1 - ∫1s 1/ζ(s) ds,
for s > 1. Formulated as in
(6.16), this expression becomes simply:
(6.18)
∫0s P(s)ds
= ∫1s 1/ζ(s) ds,
where:
(6.19)
P(s) = (1 - 1/2s)(1 - 1/3s)(1 - 1/5s) ...
= 1/ζ(s),
for s > 1. Because of the latter,
(6.18) is readily "verifiable", using the
fundamental theorem of calculus! So the above
((6.17) to (6.19))
appears to be nothing more than the "manipulation" of symbols.
However, embedded in it all is the interpretation of
(6.17) as a double-integral:
(6.20)
∫0s F(s)ds
= ∫0s ∫ L(s,x) dx ds.
Also, the "manipulation" in this case owes much of its success to the
Euler product formula, where the infinite product is comfortably identified.
So a graph of (6.17) versus s is readily
obtained, without having to work with an infinite product:
408.
It is a very nice, smooth curve, very unlike that of L(s,x) versus
x at any s-station, or possibly, L(s,x) versus
s at any x-station, for s > 1. The
integral, ∫0s L(s,x) ds
versus s,
might be a somewhat smoother function, but essentially unattainable,
unless one uses, say, slim triangles˚
throughout, or perhaps, fat triangles˚
throughout. This question requires further study.
CHAPTER 7: DECREASING PRODUCTS AND INTEGRATION
WITH REMANDED TRIANGLES.
Next Chapter.
Previous Chapter.
Return to Table of Contents.
As a most important development, we now take note
of the interesting link between decreasing products and integrals,
in the presence of the remanded triangles as described in
Chapter 4: Remanding by Inverted Triangles.
Just how does one interpret the molding of these inverted isosceles triangles
into tent-functions? The simplest arithmetical answer is to imagine
that the inverted triangles are re-inverted into right-side-up triangles,
and then lowered to the base of the rectangle, yielding
negative-valued tent-functions in (5.1).
Then their contributions to the sums in (5.2)
and (5.3) result in the correct (arithmetical)
integral, F, and the function, L(x). Because of the
rectangle-filling picture, these series are absolutely convergent
(and so conform to the ADVANCED THEOREM in
[1], concerning Lebesgue integrals).
A more satisfactory geometric view of the molding process involves
lowering the inverted triangles, as they are, to the base of the rectangle,
so that they become negative-valued tent-functions, with graphs protruding
below the x-axis (rectangle base):
400.
This picture shows why the inverted triangle tent-functions enter the
above sums as negative numbers, while the right-side-up triangles enter
as positive numbers. Consequently, for this geometric interpretation,
one should display a double-rectangle picture (above and below),
with the usual conventions of positive and negative values above and below
the x-axis, when it concerns tent-functions:
401.
Such a picture not only accommodates the above inverted triangles,
but more general filling-schemes (beyond the remanding ones),
where other positive and negative tent-functions can be included.
This is how one arrives at negative and positive terms in the sums
(5.2) and
(5.3).
For such schemes, the double-rectangle picture can often be used
to insure absolute convergence of the series of these positive and negative
tent-functions. Another important observation: The remanded (upside-down)
triangles can be transported as collections of filling,
non-overlapping, isosceles triangles into the lower rectangle.
(See the following chapter.)
CHAPTER 8: DOUBLE-RECTANGLE
AND MIXED PRODUCTS.
Next Chapter.
Previous Chapter.
Return to Table of Contents.
On the other hand, using this double-rectangle picture for
mixed infinite products:
(3.1)
P = (1 - r1)(1 + r2)(1 - r3)(1 + r4) ....
necessitates a slight re-examination. So long as
rn < 1/4,
the odd-numbered sequence of fractions, r2n+1,
correspond to the ordinary filling of the upper-rectangle, while
the even-numbered sequence of fractions, r2n+2,
reflect (not correspond to) the filling of the lower-rectangle.
Both rectangles are now (temporarily) viewed as having positive areas.
The actual triangles to be selected for the filling of the lower-rectangles
are to correspond to the reciprocal fractions,
ř2n = r2n/(1+r2n),
where (1 + r2n) = 1/(1 - ř2n holds,
and where (3.1) assumes the quotient form
(3.2).
402.
In general, we can envision here separate filling-choices between the upper
and lower ones, with outcomes determined by the separate infinite series:
(8.1)
S- = r1 + r3 + r5 + ...
and:
(8.2)
S+ = r2 + r4 + r6 + ...
(For an extensive mathematical treatment of these mixed products using
(8.1) and (8.2),
see [2]).
In particular, the convergence (or not) of these reflect the complete filling
(or not) of the rectangles. The product (3.1)
itself may end up as any number from 0 to ∞, or it may
not converge at all. Briefly, its value is bounded by the inequalities
(see (3.3) in
[2]):
(8.3)
(1 + R+)S+/R+
(1 - R-)S-/R-
< P < eS+-S-,
where R+ = l.u.b.k r2k+2
and R- = l.u.b.k r2k+1.
These also allow for P=0 and P=∞, where
S- = ∞, S+ < ∞, and
S- < ∞, S+ = ∞,
but not in cases where S- = ∞,
S+ = ∞, but where (3.1)
may converge and yet not absolutely. It is instructive to contemplate
such indeterminacy with the double-rectangle picture where, of course,
there is a special order to the above and below filling-processes,
which must be maintained for convergence. When both S+
and S- are finite, the order of filling is immaterial.
(See [2] for another geometric scheme
depicting an alternative filling-process: of an isosceles triangle by other
isosceles triangles.) Under the restrictions
rn < 1/4, this double-rectangle filling-picture
with the odd r2n+1 fractions above and the even
ř2n+2 fractions below, correspond to the mixed product
(3.1) in the quotient form:
(3.2)
P = PQ = ( [(1 - r1)/(1 - ř2)]
[(1 - r3)/(1 - ř4)]
[(1 - r5)/(1 - ř6)] ....
In the situation with S- < ∞ and
S+ < ∞, the mixed product
(3.1) is also given by
P = P+P-, where:
P+ = (1 + r2)(1 + r4)(1 + r6)...
and:
P- = (1 - r1)(1 - r3)(1 - r5)...
Now by (2.3):
P+ = 1 /(1 - ř2)(1 - ř4)
(1 - ř6) ... = 1 / Pˇ.
Therefore,
P =
PQ
=
P+ /
Pˇ.
With this expression, (8.3) can be
re-expressed in the more revealing form:
(8.4)
(1 - R-)S-/R- eŠ
< P <
(1 - Ř)-Š/Ř e-S-,
where the series, Š = ř2 + ř4 +
ř6 + ... corresponds directly to the filling of the
lower rectangle, with Ř = l.u.b.k ř2k,
and the series S- = r1 + r3
+ r5 + ... corresponds to the filling of the upper-rectangle,
with R- = l.u.b.k r2k+1.
It is, perhaps, appropriate to illustrate the idea of
double-rectangle-fillings, as exemplified by mixed increasing and decreasing
products, by a concrete example. To this end, we will examine the case
of the Euler-type infinite product, where, however, we alternate the signs
of the fractions involving the s-power of the primes:
(8.5)
PA(s) = (1 - 1/2s)(1 + 1/3s)(1 - 1/5s)(1 + 1/7s)(1 - 1/11s)(1 + 1/13s)...
for s > 1. If we recast this product into the standard
quotient form, (3.2):
(8.6)
PA(s) = PAQ(s) =
[(1 - 1/2s) / (1 - 1/(1+3s))]
[(1 - 1/5s) / (1 - 1/(1+7s))]
[(1 - 1/11s) / (1 - 1/(1+13s))] ...,
then R- = 1/2s,
Ř(s) = 1/(1 + 3s),
and S-(s) = 1/2s + 1/5s
+ 1/11s + ..., Š = 1/3s + 1/7s +
1/13s + .... So the other exponents in
(8.4) become:
S- / R- = 1 + (2/5)s +
(2/11)s + ...
and:
Š / Ř = (1 + 3s) [ 1/3s +
1/7s + 1/13s + ... ]
and (8.4) itself becomes (explicitly with...):
(8.7)
(1 - 1/2s)[1 + (2/5)s + (2/11)s + ...]
e[1/3s + 1/7s + 1/13s + ...]
< PAQ(s) =
< (1 - 1 /(1 + 3s)-(1+3s)[1/3s+1/7s+1/13s+...]
e-[1/2s + 1/5s + 1/11s + ...].
When only the dominant sums and factors are retained here as
s ⇒ ∞, one finds that PAQ(s)
is asympototic to e-1/2s, as would be expected
from (8.5). Of course, the easiest way to obtain
the actual value of the product for any s is to use
(8.5)
or (8.6)
directly. In this special case, one can also obtain alternate inequalities
using (3.3):
(8.8)
(1 + 1/(2s - 1))[-1 + 2s/[1 + 3s -(2/5)s+2s(1 / (1 + 1/7s))-(2/11)s +2s(1 / (1 + 1/13s)) + ...]
< PA(s) < e[same exponent]
These last inequalities are valid over the extended domain, 0 < s,
where (8.5) converges conditionally.
Turning now to the idea of double-rectangle-filling, according to the
quotient form (8.6), the following picture
illustrates the situation when s = 2, using slim triangles.
The triangles actually shown (above and below) produce
the (partial) quotient:
(1 - 1/(22))
(1 - 1/(52))
(1 - 1/(112))
/
(1 - 1/(1 + 32))
(1 - 1/(1 + 72))
(1 - 1/(1 + 132))
= 0.7140495 / 0.8768117 = 0.8143704
(a number within
0.07%
of the value of the infinite product
(8.6)
for
s=2).
414.
The filling triangles rapidly morph into vertical line segments.
We note that since the geometric series expansions for the reciprocals
of the increasing factors of (8.5):
1/(1 + 1/ps) = 1 - 1/ps + 1/p2s
- 1/p3s + ...
have alternating signs, an Euler formula
for a "modified" zeta-type function has minus signs scattered about:
(8.9)
ζm(s) = 1 + 1/2s - 1/3s
+ 1/4s + 1/5s - 1/6s - 1/7s
+ 1/8s + 1/9s + 1/10s + 1/11s
- 1/12s - 1/13s + ....
Here, the sign rule is complicated, but straightforward: every other power
of every other prime factor of each integer n contributes
a minus sign. Whatever -- our modified Euler product
(8.5) is equal to the reciprocal,
1/ζm(s) of this "modified" zeta-type function.
(Recall the standard (common) proof of Euler's product formula,
using geometric expansions, say, in Refs. [8] and [19]).
The sum of the product terms in (8.9)
for s=2 is approximately ζm(2)= 1.23,
which yields PA = 1/ζm(2) = 0.813,
as compared to the partial product, 0.814, above.
CHAPTER 9: QUOTIENT-PRODUCTS
AND DOUBLE-RECTANGLE-FILLING.
Next Chapter.
Previous Chapter.
Return to Table of Contents.
In Chapter 4: Remanding by Inverted Triangles,
we derived the infinite product:
(4.1)
PR = [(1 - r1) + r1r2]
[(1 - r3) + r3r4] ...
[(1 - r2n+1) + r2n+1r2n+2] ...
= [(1 - r1(1 - r2)]
[(1 - r3(1 - r4)] ...
[(1 - r2n+1(1 - r2n+2)] ...,
depicting rectangle-filling in the presence of remanding triangles.
In particular, it was shown that by the increased employment
of inverted triangles, the interior factors, (1 - r2n+2)
can be accentuated sufficiently to change the nature of the product,
PR from a zero-value to a positive value. To pursue this
possibility further, we first recast (4.1)
in the usual form of a decreasing product:
(9.1)
PR = P' = (1 - r1')(1 - r3') ...
(1 - r2n+1') ...,
where r2n+1' = r2n+1(1 - r2n+2).
This form emphasizes the fact that PR = P' can be
visualized by a simple rectangle-filling process using isosceles triangles,
without resorting to the remanding process using inverted triangles.
Here, any filling-triangles simply conform to the fractions
r2n+1'. Focusing upon the rather special situation
in which PR = P' > 0 (the r2n+1'
triangles do not completely fill the rectangle), but where the
(unremanded) product:
(9.2)
PN = (1 - r1)(1 - r3) ...
(1 - r2n+1) ...
is zero (any choice of r2n+1 triangles do
completely fill a rectangle), we now recast
(4.1) into the interesting quotient form
(as in (3.2)):
(9.3)
PR = P' = PQ
= [(1 - r1) / (1 - ř2)]
[(1 - r3) / (1 - ř4)] ...
[(1 - r2n+1) / (1 - ř2n+2)] ...
where ř2n+2 = (1 - r2n+1)/
[1 - r2n+1(1 - r2n+2)] (in this case).
Here, the quotient form displays a numerator product
(9.2) which vanishes, and this implies
that the denominator product:
(9.4)
PD = (1 - ř2)(1 - ř4) ...
(1 - ř2n+2) ...
must also vanish, since the quotient, PQ
= PR = P' is greater than zero. Thus if one envisions
the filling by triangles of an upper rectangle according to the product
PN in (9.2),
and a lower rectangle according to the product PD
in (9.4), then the quotient form
(9.3) degenerates into the indeterminate form,
0/0. And yet, either the remanding picture
(4.1) or the decreasing picture
(9.1) resolves this indeterminacy,
and yields the correct limiting value for the quotient. Of course,
this demonstrates that the numerator and denominator factors in the quotient
(9.3) can not be rearranged, if the
correct value of the infinite product is to be obtained. For this example,
both upper- and lower-rectangles are completely filled by the associated
triangles, and such will be the case for any indeterminate situation
encountered for mixed increasing and decreasing products
(3.1), whenever S+ = ∞
and S- = ∞. (Recall the related discussion in
Chapter 3: Mixed Increasing and Decreasing Products
and Chapter 4: Remanding by Inverted Triangles.)
It
is noteworthy
that the rather bizarre series
(8.9) is conditionally convergent for
0 < s < 1, and
(because of the modified Euler product formula)
resolves the 0/0 indeterminacy
of the quotient form (8.6) of our modified
Euler-type product, for this range of s-values.
It is clear that some indeterminacies in the quotient form
(9.3) may be resolved by direct recourse
to an equivalent decreasing product:
(9.5)
P = PQ = P" = (1 - r1")(1 - r3") ...
(1 - r2n+1") ...
where:
(9.6)
r2n+1" = (r2n+1 - ř2n+1) / (1 - ř2n+2),
provided only that r2n+1"
>
0 holds for all n
sufficiently large. Should the opposite inequality entail, then
(9.5)
becomes an (eventually)
increasing product, which again may resolve any indeterminacies.
However, since many mixed products can be reformulated as
decreasing products,
many indeterminate cases can be resolved, when appropriate.
In all other situations where at least one of S+
or S- are finite, the double-rectangle-filling picture
is readily applicable, and depicts the process vividly, whether the limit is
positive, zero, or infinite.
Finally, we note that since every pair of factors,
(1 - r2n+1)(1 + r2n+2)
can be replaced by a single factor, (1 - r2n+1')
or (1 + r2n+2") (or 1), a mixed infinite product
(3.1) can be successively condensed by
iteration of this process. If the condensed product ultimately
becomes either increasing or decreasing, then one has rectangle-filling
available to furnish the outcome. If, on the other hand, should
the product be truly mixed, then this condensing process allows
for the detection of the necessary reduction of its oscillations,
if convergence is to occur at all, and there is any resolution
of the indeterminacy possible. In the non-convergence cases,
this condensation process may still be helpful in detecting such behavior.
CHAPTER 10: INTEGRATION WITH
POSITIVE AND NEGATIVE
TENT-FUNCTIONS.
Next Chapter.
Previous Chapter.
Return to Table of Contents.
Now, the link back to the integration concept using the sum:
(5.2)
F = ∫t1(x)dx + ∫t2(x)dx +
∫t3(x)dx + ... + ∫tn(x)dx + ...,
with:
(5.4)
1 - F = P = (1 - r1)(1 + r2)(1 - r3)(1 + r4) ...
requires some special considerations when the double-rectangle is employed.
The tent-functions, tn(x), represented in the
lower rectangular are obtained by raising the inverted triangles
(which correspond to the reciprocal fractions, ř2n+2)
to the x-axis, and must then be given negative values, as was done
above for the remanded triangles. In this instance, the reason for the
negative values lies in the fact that these triangles correspond
to the reciprocal product:
Pˇ = (1 - ř2)(1 - ř4)(1 - ř6) ...,
in the denominator of the quotient product
PQ = P+ / Pˇ, where:
PQ = P
= P+ × P- = P+/Pˇ
(at least when not both S+ and S-
are infinite). So, for purposes of showing the evaluation of the
mixed product (3.1), using filling-triangles
in the double-rectangles, the lower one is to be viewed as positive.
On the other hand, for purposes of obtaining the appropriate tent-functions
for (5.2), the lower triangle is viewed as
negative. This integrable-function L(x) is then given by
an absolutely convergent series:
(5.3)
L(x) = t1(x) + t2(x) + t3(x) + ...
of positive and negative numbers. These,
of course,
stem from certain collections
of filling-triangles for the upper and lower rectangles, corresponding
to fractions r2n+1 above and ř2n+2
below. Both collections of filling-triangles become tent-functions
by movement to the x-axis. Those triangles pointing upward become
positive ones, while those triangles pointing downward become negative ones.
The numerical sums in (5.2) and
(5.3) are then the correct ones, which correlate
with the correct mixed product in (5.4).
CHAPTER 11: THE REVERSE QUESTION:
MIKUSIŃSKI'S THEOREM.
Next Chapter.
Previous Chapter.
Return to Table of Contents.
The "reverse" question that we ask is simple:
given a Lebesgue-integrable-function
L(x), can one obtain an infinite product leading to rectangle-filling
by isosceles triangles whose related tent-function series converges to
L(x) (a.e.)? This is certainly an exceptional question to ask,
as throughout the extensive history of Lebesgue integration, such questions
are rarely (if ever) even considered. When given an integrable-function,
one does not wander about looking for some kind of limit-mechanism
to represent it. As done here, the brevy of convergence theorems
(bounded convergence theorem, Lebesgue convergence theorem, etc.)
are concerned with the results of limiting processes, leading
to integrable-functions, without concern for (or interest in)
the reverse question. So one should not expect to create a whole new,
rigorous theory, attempting to answer the "reverse" question, but we can
make some interesting observations leaning in that direction;
with the assistance of the late Prof. J. Mikusiński, one obtains the
complete answer in our case.
A first step is to consider a modified filling-process by rectangles,
very much like that by triangles. The "twist" here is to begin by selecting
a sufficiently elementary example, and then to proceed with the construction
of the desired infinite product. The procedures used will carry over
to the more general case, almost by analogy.
We consider a smooth, continuous, positive function L(x),
and proceed to fill the area under its graph, using non-overlapping
rectangles, as illustrated.
410.
This process is reminiscent of the elementary calculus definition of a
Riemann integral, but where the filling-rectangles are chosen successively
(somewhat arbitrarily, yet judiciously) to fill the area under the curve
y = L(x) from a to b. Then
∫ab L(x) dx is just the sum of the areas
of the rectangles. If we choose to express these rectangles:
(11.1)
b1(x), b2(x), b3(x),
..., bn(x), ...,
as simple (two) step-functions, (when lowered to the x-axis), then:
(11.2)
∫ab L(x) dx =
∫ab b1(x) dx +
∫ab b2(x) dx +
∫ab b3(x) dx + ... +
∫ab bn(x) dx + ...
while:
(11.3)
L(x) = b1(x) + b2(x) + b3(x)
+ ... + bn(x) + ...
for a < x < b. This last equation is called
a brick-expansion of the function L(x), and the
bn(x) are called bricks (suggested by their graphs,
of course).
For each of the original rectangles (before the lowering takes place)
we assume one has selected a completely-filling collection of isosceles
triangles. Then a reordering of these infinitely many collections
of isosceles triangles presents us with a sequence of non-overlapping
triangles, completely filling the area under the graph of L(x).
When these are lowered to the x-axis, we obtain a sequence:
(11.4)
t1(x), t2(x), t3(x),
..., tn(x), ...
of tent-functions satisfying:
(11.5)
∫ab
L(x) dx = ∫ab t1(x) dx +
∫ab t2(x) dx +
∫ab t3(x) dx + ... +
∫ab tn(x) dx + ...
and:
(11.6)
L(x) = t1(x) + t2(x) +
t3(x) + ... + tn(x) + ...
for a < x < b. Here we have moved from fractions
to areas, which will require some further reconciliations.
In this intermediate step, each of the rectangle-fillings can be described
by a decreasing infinite product:
P = (1 - r1)(1 - r2)(1 - r3) ....
The selection of the filling-triangles is arbitrary, except for the
requirement that P=0, i.e, S = r1 + r2 +
r3 + ... = ∞. However, each of the triangles must be
scaled up or down by a scale-factor representing the actual area of the
corresponding rectangle. When this is done,
(11.5) and (11.6)
hold, as claimed.
For the first triangle, its area is
∫ab t1(x) dx, constituting
the fraction:
ρ1 = ∫ab t1(x) dx /
∫ab L(x) dx
of the total area under y = L(x). With this triangle removed,
the second triangle has area
∫ab t2(x) dx,
constituting the fraction:
ρ2 = ∫ab t2(x) dx /
[ ∫ab L(x) dx
- ∫ab t1(x) dx]
of the remaining area. With the first and second triangles removed,
the third triangle has area
∫ab t3(x) dx,
constituting the fraction:
ρ3 = ∫ab t3(x) dx /
[ ∫ab L(x) dx
- ∫ab t1(x) dx
- ∫ab t2(x) dx]
of the remaining area. Continuing in this manner, where:
(11.7)
ρn = ∫ab tn(x) dx /
[ ∫ab L(x) dx
- ∫ab t1(x) dx
- ∫ab t2(x) dx - ...
- ∫ab tn-1(x) dx],
we obtain a sequence of fractions:
(11.8)
ρ1, ρ2, ρ3, ...,
ρn, ...,
depicting the exhaustion of the area under y = L(x) by
non-overlapping isosceles triangles, for which the corresponding
infinite product:
(11.9)
P = (1 - ρ1)(1 - ρ2)(1 - ρ3)
... (1 - ρn) ...
is zero. The end-product itself seems rather unexciting, except for
the picture generated by partial products displaying the progress of the
filling of the area under the curve y = L(x). Should we replace
the integral value ∫ab L(x) dx in the
prescription (11.7) by a larger one, say
B, equal to the area of a super-rectangle which encompasses the curve
y = L(x), then (11.9) will converge
to the value 1 - ∫ab L(x) dx/B > 0,
and we can regard the triangles as filling (unsuccessfully)
the super-rectangle, as envisioned from the beginning of
Chapter 1: Rectangle-filling and infinite products,
albeit one triangle at-a-time! Of course, one could lump together
non-overlapping collections of the filling-triangles, and obtain
alternative fractions, resulting in the same limit for the
corresponding infinite product. This is how the original,
very special selection process of
Section 1A: Decreasing Products and the Filling-Lemma
comes about in this context.
The
"super-rectangle"
in these cases
touches
the graph of
y = L(x)
infinitely often,
of course,
and is merely the original rectangle.
409.
We observe that the quantity,
B - ∫ab L(x) dx = BP, is just the area
above the graph, y = L(x), and that
B(1-P) = BF = ∫ab L(x) dx is the area
under the graph, y = L(x). For this elementary case, we have produced
an infinite product leading to rectangle-filling by isosceles triangles,
whose related tent-function series converges to L(x). We will be able
to do the same for more general integrable L(x).
It turns out that the very first step used in that elementary example
is available for any Lebesgue-integrable-function L(x).
Without going into all the finer details, we state (loosely) the
pertinent result needed, which is due to Jan Mikusiński [11, 12]:
MIKUSIŃSKI EXPANSION THEOREM.
If L(x) is a Lebesgue-integrable-function (on the entire real line,
if desired), then there exists a sequence of brick-functions (possibly
positive and/or negative):
(11.10)
b1(x), b2(x), b3(x), ...
such that:
(11.11)
L(x) = b1(x) + b2(x) + b3(x) + ... (a.e.)
and for which:
(11.12)
∫ab L(x) dx =
∫ab b1(x) +
∫ab b2(x) +
∫ab b3(x) + ...
holds. These two last series also converge absolutely. Because of
this convergence, the positive and negative terms can be treated separately,
with (11.11) and
(11.12) substituting, in turn, for
(11.3) and (11.2).
For each of these, the second step of replacing the brick-expansion
(11.3) by the tent-expansion
(11.6), is again done with completely-filling
collections of isosceles triangles, which result in a single
sequence of triangles, not necessarily non-overlapping as before. However,
for these, (11.5) still holds for the
corresponding sequence of tent-functions,
(11.4). Using the definition
(11.7), with
∫ab L(x) dx
again replaced by a larger value B, results in a convergent
infinite product (11.9). If the brick-functions
are non-overlapping, then, as for the elementary example,
the filling-triangles are also, and the modified limit
in (11.9) will become
1 - ∫ab L(x) dx / B.
This is no real limitation, since
(by further refining the sequence)
one can require the bricks
in the expansion (11.11)
be non-overlapping. Thus all the requirements of the elementary example
can be met for any non-negative integrable-function L(x),
for the existence of filling-triangles whose related tent-function
series converges to L(x) (a.e.). But what is filled in this
general case is not so clear, since the brick-functions (and triangles)
may not be bounded! Thus we do need to limit our L(x)-functions
to be bounded-functions, so that a rectangle of sufficient size can be chosen
so as to encompass the graph of y = L(x). Other than that, the answer
to the reverse question for a positive function is in the affirmative.
Finally, for a general, bounded L(x), with arbitrary values,
suppose that one has selected completely-filling, non-overlapping triangles
in a double-rectangle, so that the positive part:
(11.13)
L+(x)
= t1(x) + t3(x) + t5(x) +
... (all > 0)
and the negative part:
(11.14)
L-(x) = t2(x) + t4(x) + t6(x) +
... (all < 0)
satisfy L(x) = L+(x) + L-(x).
Then let B be the area of a rectangle of sufficient size to encompass
the graphs of y = L+(x) and y = L-(x)
(above and below):
413.
Now define the (positive and negative) fractions:
(11.15)
ρn = ∫ab tn(x) dx /
[ B - ∫ab t1(x) dx
- ∫ab t2(x) dx - ...
- ∫ab tn-1(x) dx ]
for n = 1, 2, 3, .... Having insured that:
∫ab L+(x) dx =
∫ab t1(x) dx
+ ∫ab t3(x) dx
+ ∫ab t5(x) dx + ...,
∫ab L-(x) dx =
∫ab t2(x) dx
+ ∫ab t4(x) dx
+ ∫ab t6(x) dx + ...,
and
∫ab L(x) dx =
∫ab L+(x) dx +
∫ab L-(x) dx
hold, it follows that the mixed increasing and decreasing product:
(11.16)
P = (1 - ρ1)(1 - ρ2)(1 - ρ3)
(1 - ρ4)
... (1 - ρ2n+1)(1 - ρ2n+2) ...
converges to the fraction,
(1 - ∫ab L(x) dx/B) = 1 - F
as a final affirmative response to the "inverse" question. Note that:
(11.17)
∫ab L(x) dx = BF
= B[ρ1 + (1 - ρ1)ρ2 +
(1 - ρ1)(1 - ρ2)ρ3 + ... +
(1 - ρ1)(1 - ρ2)...(1 - ρn-1)
ρn + ... ]
as in (1.9) (which may be positive or negative).
Here we have violated one of our notational conventions,
namely, allowing the even-numbered fractions,
ρ2n to be negative numbers. One could replace these
increasing factors by their equals, 1/(1-ρˇ2n),
where ρˇ2n = -ρ2n
/ (1 - ρ2n) (> 0), and obtain the equivalent
quotient-form:
(11.18)
P = PQ = [(1 - ρ1)/(1 - ρˇ2)]
[(1 - ρ3)/(1 - ρˇ4)] ...
[(1 - ρ2n+1)/(1 - ρˇ2n+2)] ...,
and thereby recapture our notational conventions, as well as an appropriate
form for our double-rectangle picture (recall Chapter 9:
Quotient-products and Double-rectangle-Filling).
In any case, we have demosntrated how one
constructs an infinite product depicting rectangle-filling by
isosceles triangles, whose related tent-function series converges to
a given Lebesgue-integrable-function L(x) (a.e.), provided only
that L+(x) and L-(x) are bounded.
This demonstration seems to complete the simple story
of infinite products and integration.
CONCLUDING COMMENTS.
It comes as a surprise to the writer that infinite products and
Lebesgue integration can be merged so effortlessly using simple pictures
that depict a visual process of filling up a rectangle by non-overlapping
triangles. The writer stumbled upon this picture in a desire to replace
Mikusiński's Theorem with one using triangles (more suitable for
purposes of Fourier transforms), in lieu of bricks, but subsequently
dropped the topic (and all interest in mathematics, for that matter),
upon retirement in 1987. It is more than just a coincidence that
Professor Mikusiński passed away earlier that same year.
A critical reader of this work might (very well)
observe that triangles can be dispensed with completely,
and replaced by non-overlapping collections of rectangles
in analogous filling schemes of a fundamental rectangle.
In such a situation, Mikusiński's theorem applies directly,
while the filling lemma also applies directly. So if
rn is the fraction of the unfilled portion at each step,
then the infinite product,
P = (1 - r1)(1 - r2) ... (1 - rn) ...
again produces the ultimate unfilled portion. Thereupon, the lowering
of the filling rectangles may be viewed as producing a brick expansion
of a Lebesgue integrable function, whose integral is F = 1-P.
Also, the double-rectangle filling interpretations carry over
without change. Though less picturesque, perhaps, the main advantage
of sticking to bricks throughout is that the treatment carries over
to higher (real) dimensions, visually. Thus, Lebesgue-integrable functions
on k-dimensional rectangles have reflections in infinite products
and rectangular fillings.
Other critical readers may (rightly) ask:
what about infinite products in the complex plane?
The simplest treatment of an infinite product:
P = Z1 • Z2 • Z3 •
• • •
here is to express each complex number in its polar form:
Zn =
(1 ± rn) eiθn,
where 1 ± rn = |Zn| and, say,
|θn| < π. Then:
P = (1 ± r1)(1 ± r2) ...
(1 ± rn) ...
ei (θ1 + θ2 + ...),
where the real infinite product:
|P| = (1 ± r1)(1 ± r2) ...
(1 ± rn) ...
is then subject to the complete real-analysis given in this work
(including double rectangle filling and the link to integration).
Complex convergence, of course, requires further that the infinite series:
θ1 + θ2 + ... + θn + ...
converges, mod 2π. This treatment contrasts with
the customary one based upon the symbolism,
Zn = 1 + Un, where (using the
logarithm function), P, is shown to converge if and only if
the series U1 + U2 + U3 + ...,
converges in the complex plane.
It is revealing to note that instead of considering
the infinite product example:
cos π z = (1 - 4z2)(1 - 4z2/32)(1 - 4z2/52)(1 - 4z2/72) ...
in the complex variable, z = x + iy, one can express this quantity
as two infinite products in the real variable, x:
cos π z = (1 - 4x2)(1 - 4x2/32)(1 - 4x2/52) ... ]cosh πy
+ i[πx(1 - x2)(1 - x2/22)(1 - x2/32) ... ] sinh πy.
Such a procedure, of course, is not exactly the same thing as above.
In fact, with 1 ± rn
= |1 - 4z2 / n2| and
θn = arg(1 - 4z2 / n2),
then the "exact" procedure becomes:
cos π z = Z1 • Z3 • Z3
• • •,
as the infinite product to employ here for this quantity.
However, one can give "exact" interpretations of each of the
two infinite products above, by admitting an extra complex factor,
Z0 to account for the extra πx and/or
y dependent factor in each. In the first case, with
Z0 = cosh π y = (1 + r0)
eiθ0, θ0 = 0,
and for odd n
|1 ± rn| = |1 - 4x2/n2|,
θn = 0, π
(depending upon the sign of (1 - 4x2/n2),
which can be negative for finitely many n), we obtain
the "exact" procedure for:
Re cos π z = (1 + r0)(1 ± r1)
(1 ± r3) ... (1 ± rn) ...
ei (θ0 + θ1 + θ3 + ...),
Of course, x = Re z and y = Im z are to be used throughout
this formulation. In the second case, with
Z0 = πx sinh πy = (1 ± r0)
ei θ0, θ0 = 0, π,
and |1 ± rn| = |1 - x2/n2|,
θn = 0, π, we obtain the "exact" procedure for
Im cos π z = (1 ± r0)(1 ± r1)
(1 ± r2) ... (1 ± rn) ...
ei (θ0 + θ1 + θ2 + ...),
with x = Re z and y = Im z. These two can then be combined
to give:
cos π z = Re cos π z + i Im cos π z
itself, in an alternative (computationally simpler) version,
using the complex variable, z, throughout. This alternative
procedure, using f(z) = Re f(z) + i Im f(z), might possibly
be the more advantageous method of employing the real-value theory
of infinite products developed in this work. For if a two-variable,
real-valued, function, φ(x,y) is known to have
a convergent infinite product expansion, then there is a way (ref [26],
not necessarily simple) of determining whether or not φ(x,y)
is the real part of an analytic function. Moreover, there is a way (ref [26],
again not necessarily simple) of obtaining its real conjugate complement,
ψ(x,y) which might then be expected to possess an analogous
infinite product expansion. These can be formulated, as in the above example,
and combined to yield:
f(z) = φ(x,y) + i ψ(x,y)
with x = Re z and y = Im z. Of course, sin π x
furnishes another immediate example of this alternative procedure,
as well as ez, upon expanding cos y and
sin y as infinite products. Notably, in this last instance,
we do NOT analytically extend an infinite product of
ex "by replacing the real variable, x
with the complex variable z", as is customary.
CHAPTER 12: REFERENCES.
Next Chapter.
Previous Chapter.
Return to Table of Contents.
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CHAPTER 13: ACKNOWLEDGEMENTS.
Previous Chapter.
Return to Table of Contents.
I acknowledge the assistance of G. William Moore, MD, PhD, in reviewing
and formatting the manuscript. Dr. Moore has participated actively
in the organization of much of the material, and as prime editor of it all.
His assistance has been of utmost value, without which the paper
would never have been written. I owe him much thanks
for his expert assistance, but all errors are of my own doing.
In addition, I acknowledge the inspiration supplied by my wife
of fifty-nine years, Marilyn Struble, who rekindled in me
a dormant enthusiasm in mathematics, after a sixteen-year hiatus.
She had the insight to give me a copy of John Derbyshire's
stimulating book, Prime Obsession [9].
Last updated: 8/4/2005, by Raimond A. Struble, PhD.