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3.9 Moving Towards Reality: Froin Order to Disorder 121<br />

It becomes apparent that as the translational symmetry of the chain is removed<br />

by the existence of defects, any periodicity is lost and Eq. (3-431 cannot be used.<br />

Ratter, Eq. (3-17) must be used which corresponds to the dynamical case of a finite<br />

molecule. Since in this case our molecular model is huge and has no symmetry, the<br />

size of the secular equation to be solved becomes extremely large. Moreover, such<br />

types of study require the freedom to try many models with different kinds, concentrations,<br />

and distributions of defects. Last, but not least, in order to play a game<br />

as close as possible to reality in these studies, molecular models must be composed<br />

of as many monomer units as possible.<br />

In solid-state physics, the vibrations of very simple lattices containing a small<br />

concentration of simple defects have been treated with sophisticated analytical<br />

treatments using Green’s fiinctions 1921. Even if some authors have bravely tackled<br />

an analytical solution of the dynamical problem of disordered polymers [93], they<br />

were forced to introduce into the molecule such drastic structural simplifications<br />

that the flavor of chemistry has been lost and the theoretical molecular models have<br />

become, again, too unrealistic.<br />

For our complex molecular systems the problem must be solved by numerical<br />

methods. The problem of the solution of a huge secular equation producing thousands<br />

of vibrational frequencies can be solved by the application of the so-called<br />

‘Negative Eigenvalue Theorem’ (NET) originally proposed by Dean [79] who<br />

aimed at the calculation of the vibrational spectra of disordered ice. We think that<br />

the original work by Dean did not receive due acknowledgement; indeed, his<br />

methods has been widely applied (with little due reference to Dean) in solid-state<br />

physics and in molecular theories whenever the eigenvalues corresponding to vibrational<br />

or electronic states of huge and disordered systems had to be calculated. (As<br />

an example of the calculation on the electronic states of disordered systems, see<br />

[941).<br />

Dean’s method calculates the density of states (vibrational or electronic) in a<br />

given energy range. The whole energy range can be spanned by the calculation and<br />

the complete g(v) is obtained and can be plotted as an histogram to be compared<br />

with the experimental spectrum. The accuracy of the histogram can be improved by<br />

narrowing the steps (Av) in the energy interval in each cycle of the calculation (i.e.,<br />

by improving the resolution of the numerical experiment).<br />

Dean’s method works well for band-matrices which are always found in the case<br />

of polymer chains or in the case of tridimensional lattices with short-range interactions.<br />

The reader is referred to the original papers for a discussion of the method,<br />

its advantages and limitations [91. 951.<br />

Once the histogram of g(v) is plotted, one needs to find the eigenvalues for such<br />

huge matrices corresponding to the approximate eigenvalues comprised in a given<br />

energy range. The problem has been solved with the application of the Wilkinson’s<br />

inverse iteration method [96] (hereafter referred as to IIM; see for instance [97]).<br />

The comparison of the calculated g(v) with the actual experimental infrared,<br />

Ranian and neutron-scattering spectra requires some care and possibly more refined<br />

calculations with improved resolution. g(v) gives one information, namely how the<br />

very many normal modes are clustered in a given frequency range. From IIM we<br />

may also learn the shape of the normal modes at a chosen frequency. Nothing is

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