In this paper, a hierarchically structured formalism, the Hierarchical Cause-Effect Charts (HCEC), is introduced to iteratively refine and formalize complex control requirements of industrial systems, resulting in a hierarchical tree structure of small and transparent cause-effect matrices that can be translated into Boolean formulae algorithmically.
A disadvantage of the InChIKey is that one loses the ability to algorithmically restore a structure from a textual label: InChIKey is a structure-based registry-lookup identifier, see Background section.
Well, Bart Swanson of Horizons Ventures, says he thinks "structuring real-time stories algorithmically is a tremendous business opportunity".
Nature builds structure algorithmically — one cell becomes two, two become four, four become eight — and Balmond allowed the pavilion's design to generate itself in an analogous way.
Thus, we chose to generate the necessary structures algorithmically.
Unlike SMILES, InChI strings or IUPAC names, they cannot generate a structure algorithmically but only link to it via a look-up operation.
Rather than taking in examples of types annotated by human neuroanatomists, we instead start with the weakest possible assumption in an attempt to algorithmically discover this structure.
That is to say, we need to structure human judgement so that it functions, at least somewhat, algorithmically.
In contrast, by disallowing pseudoknots, secondary structure prediction is algorithmically tractable; there are dynamic programming algorithms to compute the minimum free-energy structure for a single RNA molecule, as well as for the hybridization of two or more RNA molecules.
In the field of language modelling, traditional n-gram techniques and modern recurrent neural network (RNN) approaches have been applied to find structure in language algorithmically and predict the next word given the previous words in the sentence or paragraph as input.
The drawback of a dictionary approach is that it is nearly impossible to also include all systematic chemical identifiers, such as IUPAC names [4] or SMILES [5], which are algorithmically generated based on the structure of the chemical compound and follow a specific grammar [6].
