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ORDER OUT OF CHAOS 142<br />

<strong>org</strong>anization. Part of the energy of the system, which in laminar<br />

flow was in the thermal motion of the molecules, is being<br />

transferred to macroscopic <strong>org</strong>anized motion.<br />

The "Benard instability" is another striking example of the<br />

instability of a stationary state giving rise to a phenomenon of<br />

spontaneous self-<strong>org</strong>anization. The instability is due to a vertical<br />

temperature gradient set up in a horizontal liquid layer. The<br />

lower surface of the latter is heated to a given temperature,<br />

which is higher than that of the upper surface. As a result of<br />

these boundary conditions, a permanent heat flux is set up,<br />

moving from the bottom to the top. When the imposed gradient<br />

reaches a threshold value, the fluid's state of rest-the<br />

stationary state in which heat is conveyed by conduction<br />

alone, without convection-becomes unstable. A convection<br />

corresponding to the coherent motion of ensembles of molecules<br />

is produced, increasing the rate of heat transfer. Therefore,<br />

for given values of the constraints (the gradient of<br />

temperature), the entropy production of the system is increased;<br />

this contrasts with the theorem of minimum entropy<br />

production. The Benard instability is a spectacular phenomenon.<br />

The convection motion produced actually consists<br />

of the complex spatial <strong>org</strong>anization of the system. Millions of<br />

molecules move coherently, forming hexagonal convection<br />

cells of a characteristic size.<br />

In Chapter IV we introduced Boltzmann's order principle,<br />

which relates entropy to probability as expressed by the number<br />

of complexions P. Can we apply this relation here? To each<br />

distribution of the velocities of the molecules corresponds a<br />

number of complexions. This number measures the number of<br />

ways in which we can realize the velocity distribution by attributing<br />

some velocity to each molecule. The argument runs<br />

parallel to that in Chapter IV, where we expressed the number<br />

of complexions in terms of the distributions of molecules between<br />

two boxes. Here also the number of complexions is<br />

large when there is disorder-that is, a wide dispersion of velocities.<br />

In contrast, coherent motion means that many molecules<br />

travel with nearly the same speed (small dispersion of<br />

velocities). To such a distribution corresponds a number of<br />

complexions P so low that there seems almost no chance for<br />

the phenomenon of self-<strong>org</strong>anization to occur. Yet it occurs!<br />

We see, therefore, that calculating the number of complexions,

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