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A Toy Model of Chemical Reaction Networks - TBI - Universität Wien

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3.4. WAVE FUNCTION ANALYSIS 27<br />

Derwent Fragmentation Codes, which are <strong>of</strong>ten used in patent search<br />

systems. The idea is to subdivide the structure into fragments that are<br />

then represented by three-letter codes <strong>of</strong> the form Genus / Species /<br />

Subspecies, e.g. EAD = Alcohol/free alcohol/free aromatic alcohol.<br />

This systems is rather complicated, hard to adapt to new chemistries,<br />

and very hard if not impossible to convert into a canonical representation.<br />

• Connection Tables. A molecule is represented as a list <strong>of</strong> atoms and a<br />

list <strong>of</strong> bonds connecting these atoms. There is a plethora <strong>of</strong> file formats.<br />

MOL and SDF Files are simple flat format files, and the most used ones,<br />

see http://www.mdli.com/downloads/literature/ctfile.pdf.<br />

3.4 Wave function analysis<br />

The generalized eigenvalue problem can be transformed into a standard (symmetric)<br />

eigenvalue problem using a congruence transformation by factorizing<br />

the metric, here overlap matrix [124, sect. 1.31, 5.71]. Because the basis set<br />

is orthogonalized, the transformation is called orthogonalization.<br />

In the <strong>Toy</strong> <strong>Model</strong>, Löwdin’s symmetric orthogonalization with S = S 1/2 S 1/2<br />

is used. S is assumed to be positive-definite (it should be noted that too big<br />

overlaps (> 0.8) may lead to a non-positive-definite overlap matrix). Eq. 3.11<br />

then transforms to the symmetric form:<br />

(S −1/2 HS −1/2 )C ′ = C ′ E, (3.14)<br />

where C ′ = S 1/2 C.<br />

Using this method, the overlap matrix stays exactly symmetric and fewer<br />

numerical errors than in the canonical method are introduced. In canonical<br />

orthogonalization, a Cholesky decomposition S = LL T is used. This method<br />

is more efficient than the calculation <strong>of</strong> S −1/2 but more error-prone. Numerical<br />

errors may also break the symmetry <strong>of</strong> a molecule. However, there are<br />

further developments leading to linear scaling algorithms for those matrix<br />

computations [19].<br />

The total electronic energy <strong>of</strong> the molecule is obtained by the formula<br />

E = ∑ i<br />

n i E i , (3.15)<br />

where n i is the occupation number <strong>of</strong> the MO φ i .<br />

The electron distribution is derived from eq. 3.9 by using a partitioning,<br />

e.g. isolating one summand for each atom. The only way <strong>of</strong> identifying in the

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