View Full Version : A Geometric Product (a series of exercises for the curious)
I hope you have fun with these...
OK, so you know the geometric series, right? It goes like this:
\sum_{k=0}^{\infty} z^k = \frac{1}{1-z},\forall z\in\mathbb{C}\mbox{ such that }\left| z\right|<1
How about this one? Call it, say, the geometric product:
\prod_{k=0}^{\infty} \left( 1+ z^{2^{k}}\right) = \frac{1}{1-z},\forall z\in\mathbb{C}\mbox{ such that }\left| z\right|<1
Prove it in two ways.
Suppose a function f(z) is equal to its own logarithmic derivative, namely, suppose that
\exists f(z)\mbox{ such that } \frac{d}{dz}\ln\left( f(z)\right) = \frac{f^{\prime}(z)}{f(z)} = f(z)
Prove that f(z)=\frac{1}{C-z} where C is a constant, is a family of solutions to this differential equation.
That being known, and taking C=1 above, we have (hand-waving the convergence details):
\frac{d}{dz}\ln\left[ \prod_{k=0}^{\infty} \left( 1+ z^{2^{k}}\right) \right] = \frac{1}{1-z},\forall z\in\mathbb{C}\mbox{ such that }\left| z\right|<1
We have derived what new series by virtue of the fact that the log of a product is the sum of the logs?
How about this one? Call it, say, the geometric product:
\prod_{k=0}^{\infty} \left( 1+ z^{2^{k}}\right) = \frac{1}{1-z},\forall z\in\mathbb{C}\mbox{ such that }\left| z\right|<1
Prove it in two ways.
Hint #1: Convert binary to decimal.
Hint #2: Algebra I students know this factoring trick: use it in reverse.
Prove it via Hint #2: Algebra I students know this factoring trick: use it in reverse. Said factoring trick is the difference of squares.
Proof:
(1-z)\prod_{k=0}^{\infty} \left( 1+ z^{2^{k}}\right) = \lim_{M \rightarrow \infty} (1-z)\prod_{k=0}^{M} \left( 1+ z^{2^{k}}\right)
= \lim_{M \rightarrow \infty} (1-z)(1+z)(1+z^2)(1+z^4)(1+z^8)(1+z^16)\cdot\cdot\cdo t \left( 1+ z^{2^{M}}\right)
= \lim_{M \rightarrow \infty} (1-z^2)(1+z^2)(1+z^4)(1+z^8)(1+z^16)\cdot\cdot\cdot \left( 1+ z^{2^{M}}\right)
=\lim_{M \rightarrow \infty} (1-z^4)(1+z^4)(1+z^8)(1+z^16)\cdot\cdot\cdot \left( 1+ z^{2^{M}}\right)
=\lim_{M \rightarrow \infty} (1-z^8)(1+z^8)(1+z^16)\cdot\cdot\cdot \left( 1+ z^{2^{M}}\right)=\cdot\cdot\cdot =\lim_{M \rightarrow \infty} \left( 1- z^{2^{M}}\right) \left( 1+ z^{2^{M}}\right)
=\lim_{M \rightarrow \infty} \left( 1- z^{2^{M+1}}\right)=1,\forall z\in\mathbb{C}\mbox{ such that }\left| z\right|<1
QED.
benorin
Nov11-05, 12:29 AM
Prove it via Hint #2: Algebra I students know this factoring trick: use it in reverse. Said factoring trick is the difference of squares.
Proof:
(1-z)\prod_{k=0}^{\infty} \left( 1+ z^{2^{k}}\right) = \lim_{M \rightarrow \infty} (1-z)\prod_{k=0}^{M} \left( 1+ z^{2^{k}}\right)
= \lim_{M \rightarrow \infty} (1-z)(1+z)(1+z^2)(1+z^4)(1+z^8)(1+z^{16})\cdot\cdot\c dot \left( 1+ z^{2^{M}}\right)
= \lim_{M \rightarrow \infty} (1-z^2)(1+z^2)(1+z^4)(1+z^8)(1+z^{16})\cdot\cdot\cdot \left( 1+ z^{2^{M}}\right)
=\lim_{M \rightarrow \infty} (1-z^4)(1+z^4)(1+z^8)(1+z^{16})\cdot\cdot\cdot \left( 1+ z^{2^{M}}\right)
=\lim_{M \rightarrow \infty} (1-z^8)(1+z^8)(1+z^{16})\cdot\cdot\cdot \left( 1+ z^{2^{M}}\right)=\cdot\cdot\cdot =\lim_{M \rightarrow \infty} \left( 1- z^{2^{M}}\right) \left( 1+ z^{2^{M}}\right)
=\lim_{M \rightarrow \infty} \left( 1- z^{2^{M+1}}\right)=1,\forall z\in\mathbb{C}\mbox{ such that }\left| z\right|<1
QED.
benorin
Nov11-05, 01:27 AM
Suppose a function f(z) is equal to its own logarithmic derivative, namely, suppose that
\exists f(z)\mbox{ such that } \frac{d}{dz}\ln\left( f(z)\right) = \frac{f^{\prime}(z)}{f(z)} = f(z)
Our ODE, namely \frac{f^{\prime}(z)}{f(z)} = f(z), is separable:
\frac{1}{f}\frac{df}{dz}=f \Rightarrow \frac{1}{f^{2}}df = dz \Rightarrow \int \frac{1}{f^{2}}df = \int dz \Rightarrow -\frac{1}{f} + C = z
and hence f(z)=\frac{1}{C-z}, where C is a constant, is a family of solutions to this ODE.
To check,
\frac{d}{dz}\ln\left( f(z)\right) = \frac{d}{dz}\ln\left( \frac{1}{C-z}\right) = \frac{\frac{d}{dz} \left( \frac{1}{C-z}\right)}{\frac{1}{C-z}} = \frac{1}{C-z} = f(z).
benorin
Nov11-05, 01:51 AM
It has been shown in the above post that f(z)=\frac{1}{C-z}, where C is a constant, is a family of solutions to \frac{d}{dz}\ln\left( f(z)\right) = f(z).
Put C=1 above, and recall that:
\prod_{k=0}^{\infty} \left( 1+ z^{2^{k}}\right) = \frac{1}{1-z},\forall z\in\mathbb{C}\mbox{ such that }\left| z\right|<1.
We have (hand-waving the convergence details, I know that the following works \forall z\in\mathbb{R}\mbox{ such that }\left| z\right|<1, but I don't understand the complex branch cut structure of \ln (z) well-enough to say for z\in\mathbb{C}) :
\frac{d}{dz}\ln\left[ \prod_{k=0}^{\infty} \left( 1+ z^{2^{k}}\right) \right] = \frac{d}{dz} \sum_{k=0}^{\infty} \ln \left( 1+ z^{2^{k}}\right) = \sum_{k=0}^{\infty} \frac{\frac{d}{dz} \left( 1+ z^{2^{k}}\right)}{ 1+ z^{2^{k}}} = \sum_{k=0}^{\infty} \frac{ 2^{k} z^{2^{k}-1}}{ 1+ z^{2^{k}}} = \frac{1}{1-z}
Someone help? :confused: \rightarrow Should this hold \forall z\in\mathbb{C}\mbox{ such that }\left| z\right|<1, or just \forall z\in\mathbb{R}\mbox{ such that }\left| z\right|<1?
-Ben
benorin
Nov11-05, 11:48 AM
Prove it via Hint #1: Convert binary to decimal: think exponents.
Note that expanding (that is multiplying out) the left-hand side of:
\prod_{k=0}^{\infty} \left( 1+ z^{2^{k}}\right) = \frac{1}{1-z}
each term in the resulting sum is a result of multiplying some combination of \left\{ 1, z, z^2, z^4, z^8, z^{16},...,z^{2^{k}},... \right\}, and hence, for the term a_{k} z^{b_{k}} in the resulting sum, b_{k} is some sum of unique powers of two, and a_{k} is the number of ways to sum such unique powers of two, and by that I do mean a_{k}=1, \forall k\in\mathbb{N} and since each decimal integer represents exactly one integer in binary, we have b_{k}=k, \forall k\in\mathbb{N}, namley
\prod_{k=0}^{\infty} \left( 1+ z^{2^{k}}\right) = \sum_{k=0}^{\infty} z^k
but we know that is just the geometric series, hence
\prod_{k=0}^{\infty} \left( 1+ z^{2^{k}}\right) = \frac{1}{1-z},\forall z\in\mathbb{C}\mbox{ such that }\left| z\right|<1
as required.
Is this the last post on this thread? :cry: You decide.
fourier jr
Nov11-05, 01:26 PM
here's what euler did
\frac{1}{1-z} = \frac{1-z^{2}}{1-z}\times\frac{1-z^{4}}{1-z^{2}}\times\frac{1-z^{8}}{1-z^{4}}\times\frac{1-z^{16}}{1-z^{8}}\times\frac{1-z^{32}}{1-z^{16}}....
i guess you'd have to make it rigourous since euler was the sloppiest mathematcian of all time but that might help anyway.
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