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ORDER OUT OF CHAOS 178<br />

Once again, only a statistical description is possible. The existence<br />

of an instability may be viewed as the result of a fluctuation<br />

that is first localized in a small part of the system and then<br />

spreads and leads to a new macroscopic state.<br />

This situation alters the traditional view of the relation between<br />

the microscopic level as described by molecules or<br />

atoms and the macroscopic level described in ter ms of global<br />

variables such as concentration. In many situations fluctuations<br />

correspond only to small corrections. As an example, let<br />

us take a gas composed of N molecules enclosed in a vessel of<br />

volume V. Let us divide this volume into two equal parts.<br />

What is the number of particles X in one of these two parts?<br />

Here the variable X is a "random" variable, and we would<br />

expect it to have a value in the neighborhood of N/2.<br />

A basic theorem in probability theory, the law of large numbers,<br />

provides an estimate of the "error" due to fluctuations.<br />

In essence, it states that if we measure X we have to expect a<br />

value of the order N/2±v'Nii. If N is large, the difference<br />

introduced by fluctuations v'Nfi may also be large (if<br />

N= 1Q24, VN= 1012); however, the relative error introduced<br />

by fluctuations is of the order of (v'N!i)/(N/2) or llYN and<br />

thus tends toward zero for a sufficiently large value of N. As<br />

soon as the system becomes large enough, the law of large<br />

numbers enables us to make a clear distinction between mean<br />

values and fluctuations, and the latter may be neglected.<br />

Hewever, in nonequilibrium processes we may find just the<br />

opposite situation. Fluctuations determine the global outcome.<br />

We could say that instead of being corrections in the<br />

average values, fluctuations now modify those averages. This<br />

is a new situation. For this reason we would like to introduce a<br />

neologism and call situations resulting from fluctuation "order<br />

through fluctuation." Before giving examples, let us make<br />

some general remarks to illustl·ate the conceptual novelty of<br />

this situation.<br />

Readers may be familiar with the Heisenberg uncertainty<br />

relations, which express in a striking way the probabilistic aspects<br />

of quantum theory. Since we can no longer simultaneously<br />

measure position and coordinates in quantum theory,<br />

classical determinism is breaking down. This was believed to<br />

be of no importance for the description of macroscopic objects

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