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		<title>Electron tomography</title>
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		<summary type="html">&lt;p&gt;69.159.47.119: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{main|Grandi&#039;s series}}&lt;br /&gt;
&lt;br /&gt;
==Parables==&lt;br /&gt;
{{further2|[[History of Grandi&#039;s series|Grandi]], [[Thomson&#039;s lamp|Mathematical series analogy]]}}&lt;br /&gt;
&lt;br /&gt;
[[Guido Grandi]] illustrated the series with a parable involving two brothers who share a gem.&lt;br /&gt;
&lt;br /&gt;
[[Thomson&#039;s lamp]] is a [[supertask]] in which a hypothetical lamp is turned on and off infinitely many times in a finite time span. One can think of turning the lamp on as adding 1 to its state, and turning it off as subtracting 1. Instead of asking the sum of the series, one asks the final state of the lamp.&amp;lt;ref&amp;gt;Rucker p.297&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
One of the best-known classic parables to which infinite series have been applied, [[Achilles and the tortoise]], can also be adapted to the case of Grandi&#039;s series.&amp;lt;ref&amp;gt;Saichev pp.&amp;amp;nbsp;255&amp;amp;ndash;259&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Numerical series==&lt;br /&gt;
The [[Cauchy product]] of Grandi&#039;s series with itself is [[1 − 2 + 3 − 4 + · · ·]].&amp;lt;ref&amp;gt;Hardy p.3&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Several series resulting from the introduction of zeros into Grandi&#039;s series have interesting properties; for these see [[Summation of Grandi&#039;s series#Dilution]].&lt;br /&gt;
&lt;br /&gt;
Grandi&#039;s series is just one example of a [[divergent geometric series]].&lt;br /&gt;
&lt;br /&gt;
The rearranged series 1&amp;amp;nbsp;−&amp;amp;nbsp;1&amp;amp;nbsp;−&amp;amp;nbsp;1&amp;amp;nbsp;+&amp;amp;nbsp;1&amp;amp;nbsp;+&amp;amp;nbsp;1&amp;amp;nbsp;−&amp;amp;nbsp;1&amp;amp;nbsp;−&amp;amp;nbsp;1&amp;amp;nbsp;+&amp;amp;nbsp;·&amp;amp;nbsp;·&amp;amp;nbsp;· occurs in Euler&#039;s 1775 treatment of the [[pentagonal number theorem]] as the value of the [[Euler function]] at &#039;&#039;q&#039;&#039;&amp;amp;nbsp;=&amp;amp;nbsp;1.&lt;br /&gt;
&lt;br /&gt;
==Power series==&lt;br /&gt;
The power series most famously associated with Grandi&#039;s series is its [[ordinary generating function]],&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;f(x) = 1-x+x^2-x^3+\cdots = \frac{1}{1+x}.&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Fourier series==&lt;br /&gt;
===Hyperbolic sine===&lt;br /&gt;
In his 1822 &#039;&#039;Théorie Analytique de la Chaleur&#039;&#039;, [[Joseph Fourier]] obtains what we now call a [[Fourier sine series]] for a scaled version of the [[hyperbolic sine]] function,&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;f(x) = \frac{\pi}{2\sinh\pi} \sinh x.&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
He finds that the general coefficient of sin &#039;&#039;nx&#039;&#039; in the series is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;(-1)^{n-1}\left(\frac 1 n - \frac{1}{n^3} + \frac{1}{n^5} - \cdots\right) = (-1)^{n-1}\frac{n}{1+n^2}.&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
For &#039;&#039;n&#039;&#039;&amp;amp;nbsp;&amp;gt;&amp;amp;nbsp;1 the above series converges, while the coefficient of sin&amp;amp;nbsp;&#039;&#039;x&#039;&#039; appears as 1&amp;amp;nbsp;−&amp;amp;nbsp;1&amp;amp;nbsp;+&amp;amp;nbsp;1&amp;amp;nbsp;−&amp;amp;nbsp;1&amp;amp;nbsp;+&amp;amp;nbsp;·&amp;amp;nbsp;·&amp;amp;nbsp;· and so is expected to be &amp;lt;sup&amp;gt;1&amp;lt;/sup&amp;gt;⁄&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;. In fact, this is correct, as can be demonstrated by directly calculating the Fourier coefficient from an integral:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac 2 \pi \int_0^\pi f(x)\sin x \;dx = \frac{1}{2\sinh\pi}\left.(\cosh x \sin x - \sinh x \cos x)\right|_0^\pi = \frac 1 2.&amp;lt;/math&amp;gt;&amp;lt;ref&amp;gt;Bromwich p.&amp;amp;nbsp;320&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Dirac comb===&lt;br /&gt;
Grandi&#039;s series occurs more directly in another important series,&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\cos x + \cos 2x + \cos 3x + \cdots = \sum_{k=1}^\infty\cos(kx).&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
At &#039;&#039;x&#039;&#039; = π, the series reduces to −1&amp;amp;nbsp;+&amp;amp;nbsp;1&amp;amp;nbsp;−&amp;amp;nbsp;1&amp;amp;nbsp;+&amp;amp;nbsp;1&amp;amp;nbsp;−&amp;amp;nbsp;·&amp;amp;nbsp;·&amp;amp;nbsp;· and so one might expect it to meaningfully equal −&amp;lt;sup&amp;gt;1&amp;lt;/sup&amp;gt;⁄&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;. In fact, Euler held that this series obeyed the formal relation Σ cos &#039;&#039;kx&#039;&#039; = −&amp;lt;sup&amp;gt;1&amp;lt;/sup&amp;gt;⁄&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;, while d&#039;Alembert rejected the relation, and Lagrange wondered if it could be defended by an extension of the geometric series similar to Euler&#039;s reasoning with Grandi&#039;s numerical series.&amp;lt;ref&amp;gt;Ferraro 2005 p.17&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Euler&#039;s claim suggests that &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;1 +2\sum_{k=1}^\infty\cos(kx) = 0?&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
for all &#039;&#039;x&#039;&#039;. This series is divergent everywhere, while its Cesàro sum is indeed 0 for almost all &#039;&#039;x&#039;&#039;. However, the series diverges to infinity at &#039;&#039;x&#039;&#039; = 2π&#039;&#039;n&#039;&#039; in a significant way: it is the Fourier series of a [[Dirac comb]]. The ordinary, Cesàro, and Abel sums of this series involve limits of the [[Dirichlet kernel|Dirichlet]], [[Fejér kernel|Fejér]], and [[Poisson kernel]]s, respectively.&amp;lt;ref&amp;gt;Davis pp.&amp;amp;nbsp;153&amp;amp;ndash;159&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Dirichlet series==&lt;br /&gt;
{{main|Dirichlet eta function}}&lt;br /&gt;
Multiplying the terms of Grandi&#039;s series by 1/&#039;&#039;n&#039;&#039;&amp;lt;sup&amp;gt;&#039;&#039;z&#039;&#039;&amp;lt;/sup&amp;gt; yields the [[Dirichlet series]] &lt;br /&gt;
:&amp;lt;math&amp;gt;\eta(z)=1-\frac{1}{2^z}+\frac{1}{3^z}-\frac{1}{4^z}+\cdots=\sum_{n=1}^\infty\frac{(-1)^{n-1}}{n^z},&amp;lt;/math&amp;gt;&lt;br /&gt;
which converges only for complex numbers &#039;&#039;z&#039;&#039; with a positive real part. Grandi&#039;s series is recovered by letting &#039;&#039;z&#039;&#039;&amp;amp;nbsp;=&amp;amp;nbsp;0.&lt;br /&gt;
&lt;br /&gt;
Unlike the geometric series, the Dirichlet series for η is not useful for determining what 1 − 1 + 1 − 1 + · · · &amp;quot;should&amp;quot; be. Even on the right half-plane, η(&#039;&#039;z&#039;&#039;) is not given by any elementary expression, and there is no immediate evidence of its limit as &#039;&#039;z&#039;&#039; approaches 0.&amp;lt;ref&amp;gt;Knopp (p.458) makes this point to criticize Euler&#039;s use of analytical expressions to evaluate numerical series, saying &amp;quot;it &#039;&#039;need not&#039;&#039; at any rate be +&amp;lt;sup&amp;gt;1&amp;lt;/sup&amp;gt;⁄&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;.&amp;quot;&amp;lt;/ref&amp;gt; On the other hand, if one uses stronger methods of summability, then the Dirichlet series for η defines a function on the whole complex plane — the [[Dirichlet eta function]] — and moreover, this function is [[analytic function|analytic]]. For &#039;&#039;z&#039;&#039; with real part &amp;gt;&amp;amp;nbsp;&amp;amp;minus;1 it suffices to use Cesàro summation, and so η(0)&amp;amp;nbsp;=&amp;amp;nbsp;&amp;lt;sup&amp;gt;1&amp;lt;/sup&amp;gt;⁄&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; after all.&lt;br /&gt;
&lt;br /&gt;
The function η is related to a more famous Dirichlet series and function:&lt;br /&gt;
:&amp;lt;math&amp;gt;\begin{array}{rcl}&lt;br /&gt;
\eta(z) &amp;amp; = &amp;amp;\displaystyle 1+\frac{1}{2^z}+\frac{1}{3^z}+\frac{1}{4^z}+\cdots - \frac{2}{2^z}\left(1+\frac{1}{2^z}+\cdots\right) \\[1em]&lt;br /&gt;
  &amp;amp; = &amp;amp; \displaystyle \left(1-\frac{2}{2^z}\right)\zeta(z),&lt;br /&gt;
\end{array}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where ζ is the [[Riemann zeta function]]. Keeping Grandi&#039;s series in mind, this relation explains why ζ(0)&amp;amp;nbsp;=&amp;amp;nbsp;&amp;amp;minus;&amp;lt;sup&amp;gt;1&amp;lt;/sup&amp;gt;⁄&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;; see also [[1 + 1 + 1 + 1 + · · ·]]. The relation also implies a much more important result. Since η(&#039;&#039;z&#039;&#039;) and  (1&amp;amp;nbsp;&amp;amp;minus;&amp;amp;nbsp;2&amp;lt;sup&amp;gt;1&amp;amp;minus;&#039;&#039;z&#039;&#039;&amp;lt;/sup&amp;gt;) are both analytic on the entire plane and the latter function&#039;s only [[zero (complex analysis)|zero]] is a [[simple zero]] at &#039;&#039;z&#039;&#039;&amp;amp;nbsp;=&amp;amp;nbsp;1, it follows that ζ(&#039;&#039;z&#039;&#039;) is [[meromorphic function|meromorphic]] with only a [[simple pole]] at &#039;&#039;z&#039;&#039;&amp;amp;nbsp;=&amp;amp;nbsp;1.&amp;lt;ref&amp;gt;Knopp pp.&amp;amp;nbsp;491&amp;amp;ndash;492&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Euler characteristics==&lt;br /&gt;
Given a [[CW complex]] &#039;&#039;S&#039;&#039; containing one vertex, one edge, one face, and generally exactly one cell of every dimension, Euler&#039;s formula {{nowrap|&#039;&#039;V&#039;&#039; − &#039;&#039;E&#039;&#039; + &#039;&#039;F&#039;&#039; − · · ·}} for the [[Euler characteristic]] of &#039;&#039;S&#039;&#039; returns {{nowrap|1 − 1 + 1 − · · ·}}. There are a few motivations for defining a generalized Euler characteristic for such a space that turns out to be 1/2.&lt;br /&gt;
&lt;br /&gt;
One approach comes from [[combinatorial geometry]]. The open interval (0, 1) has an Euler characteristic of &amp;amp;minus;1, so its power set 2&amp;lt;sup&amp;gt;(0, 1)&amp;lt;/sup&amp;gt; should have an Euler characteristic of 2&amp;lt;sup&amp;gt;&amp;amp;minus;1&amp;lt;/sup&amp;gt; = 1/2. The appropriate power set to take is the &amp;quot;small power set&amp;quot; of finite subsets of the interval, which consists of the union of a point (the empty set), an open interval (the set of singetons), an open triangle, and so on. So the Euler characteristic of the small power set is {{nowrap|1 − 1 + 1 − · · ·}}. [[James Propp]] defines a regularized Euler measure for [[polyhedral set]]s that, in this example, replaces {{nowrap|1 − 1 + 1 − · · ·}} with {{nowrap|1 − &#039;&#039;t&#039;&#039; + &#039;&#039;t&#039;&#039;&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; − · · ·}}, sums the series for |&#039;&#039;t&#039;&#039;| &amp;lt; 1, and analytically continues to &#039;&#039;t&#039;&#039; = 1, essentially finding the Abel sum of {{nowrap|1 − 1 + 1 − · · ·}}, which is 1/2. Generally, he finds χ(2&amp;lt;sup&amp;gt;&#039;&#039;A&#039;&#039;&amp;lt;/sup&amp;gt;) = 2&amp;lt;sup&amp;gt;χ(&#039;&#039;A&#039;&#039;)&amp;lt;/sup&amp;gt; for any polyhedral set &#039;&#039;A&#039;&#039;, and the base of the exponent generalizes to other sets as well.&amp;lt;ref&amp;gt;Propp pp.&amp;amp;nbsp;7&amp;amp;ndash;8,&amp;amp;nbsp;12&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Infinite-dimensional real projective space|Infinite-dimensional]] [[real projective space]] &#039;&#039;&#039;RP&#039;&#039;&#039;&amp;lt;sup&amp;gt;∞&amp;lt;/sup&amp;gt; is another structure with one cell of every dimension and therefore an Euler characteristic of {{nowrap|1 − 1 + 1 − · · ·}}. This space can be described as the quotient of the [[infinite-dimensional sphere|infinite-dimensional]] [[sphere]] by identifying each pair of [[antipodal point]]s. Since the infinite-dimensional sphere is [[contractible]], its Euler characteristic is 1, and its 2-to-1 quotient should have an Euler characteristic of 1/2.&amp;lt;ref&amp;gt;{{cite arxiv |first=James |last=Propp |title=Euler measure as generalized cardinality |year=2002 |eprint=math.CO/0203289 |class=math.CO}}&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
This description of &#039;&#039;&#039;RP&#039;&#039;&#039;&amp;lt;sup&amp;gt;∞&amp;lt;/sup&amp;gt; also makes it the [[classifying space]] of Z&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;, the [[cyclic group]] [[cyclic group of order 2|of order 2]]. Tom Leinster gives a definition of the Euler characteristic of any [[category (mathematics)|category]] which bypasses the classifying space and reduces to 1/|&#039;&#039;G&#039;&#039;| for any [[group (mathematics)|group]] when viewed as a one-object category. In this sense the Euler characteristic of Z&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; is itself &amp;lt;sup&amp;gt;1&amp;lt;/sup&amp;gt;⁄&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;.&amp;lt;ref&amp;gt;{{cite journal |last=Leinster |first=Tom |title=The Euler characteristic of a category |year=2006 |publisher=[[arXiv]] |pages=21–49 |volume=13 |journal=Documenta Mathematica |arxiv=math/0610260}} {{cite web |last=Baez |first=John |title= This Week&#039;s Finds in Mathematical Physics (Week 244) |year=2006 |url=http://math.ucr.edu/home/baez/week244.html}}&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== In physics ==&lt;br /&gt;
Grandi&#039;s series, and generalizations thereof, occur frequently in many branches of physics; most typically in the discussions of quantized [[fermion]] fields (for example, the [[chiral bag model]]), which have both positive and negative [[eigenvalue]]s; although similar series occur also for [[boson]]s, such as in the [[Casimir effect]].&lt;br /&gt;
&lt;br /&gt;
The general series is discussed in greater detail in the article on [[spectral asymmetry]], whereas methods used to sum it are discussed in the articles on [[regularization (physics)|regularization]] and, in particular, the [[zeta function regulator]].&lt;br /&gt;
&lt;br /&gt;
==In art==&lt;br /&gt;
[[Jliat]]&#039;s 2000 musical single &#039;&#039;Still Life #7: The Grandi Series&#039;&#039; advertises itself as &amp;quot;conceptual art&amp;quot;; it consists of nearly an hour of silence.&amp;lt;ref&amp;gt;[http://www.splendidezine.com/reviews/may-7-01/aag.html Review by George Zahora]&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Notes==&lt;br /&gt;
{{Reflist|2}}&lt;br /&gt;
&lt;br /&gt;
==References==&lt;br /&gt;
&amp;lt;div class=&amp;quot;references-small&amp;quot;&amp;gt;&lt;br /&gt;
*{{cite book |last=Bromwich |first=T.J. |year=1926 |origyear=1908 |edition=2e |title=An Introduction to the Theory of Infinite Series}}&lt;br /&gt;
*{{cite book |last=Davis |first=Harry F. |title=Fourier Series and Orthogonal Functions |date=May 1989 |publisher=Dover |isbn=0-486-65973-9}}&lt;br /&gt;
*{{cite journal |last=Ferraro |first=Giovanni |title=Convergence and formal manipulation in the theory of series from 1730 to 1815 |journal=Historia Mathematica |year=2005 |doi=10.1016/j.hm.2005.08.004 |volume=34 |pages=62}}&lt;br /&gt;
*{{cite book |last=Hardy |first=G.H. |authorlink=G. H. Hardy |title=Divergent Series |year=1949 |publisher=Clarendon Press |id={{LCC|QA295|.H29|1967}}}}&lt;br /&gt;
*{{cite book |last=Knopp |first=Konrad |authorlink=Konrad Knopp |title=Theory and Application of Infinite Series |year=1990 |origyear=1922 |publisher=Dover |isbn=0-486-66165-2}}&lt;br /&gt;
*{{cite journal |last=Propp |first=James |title=Exponentiation and Euler measure |journal=Algebra Universalis |volume=29 |issue=4 |date=October 2003 |pages=459–471 |doi=10.1007/s00012-003-1817-1 |arxiv=math.CO/0204009}}&lt;br /&gt;
*{{cite book |last=Rucker |first=Rudy |title=Infinity and the mind: the science and philosophy of the infinite |year=1995 |publisher=Princeton UP |isbn=0-691-00172-3}}&lt;br /&gt;
*{{cite book |author=Saichev, A.I., and W.A. Woyczyński |title=Distributions in the physical and engineering sciences, Volume 1 |publisher=Birkhaüser |year=1996 |isbn=0-8176-3924-1 | id={{LCC|QA324.W69|1996}}}}&lt;br /&gt;
&amp;lt;/div&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Category:Divergent series|Grandi&#039;s series, Occurrences of]]&lt;/div&gt;</summary>
		<author><name>69.159.47.119</name></author>
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