In our future work, we are particularly interested in finding more generic and more optimal methodologies to close the gap with respect to the theoretically achievable performance; to this end, we intend to investigate, e.g., machine-learning-based approaches.
The often employed Monte Carlo Methods take only a tiny fraction of the whole sequence space into account, and in most cases a less than optimal solution with respect to the theoretically ideal combination of codons representing the desired properties will be found in reasonable time.
It is of relevance to theoretically raise and discuss the question of where to locate a relevant contextual setting with respect to the theoretical mechanisms.
To further speed up the convergence, we also use a practically feasible preconditioning method, for which we bounded the speed difference with respect to the fastest theoretically achievable.
With respect to the latter approach, theoretically, even if in the case of a brute force attack, as in the case of the one-time pad, which is unconditionally secure and theoretically unbreakable, it is impossible to confirm whether an inferred key sequence is correct.
Haplotypes are used for forensic identification, and sequence changes with respect to the haplotype can, at least theoretically, be used to analyze mitochondrial diseases.
Based on these analyses a theoretical model, taking into account the thermal strain, mechanical strain and baseline strain, was theoretically formulated with respect to the contribution of each on the overall total strain and to their generation mechanisms.
The process of contact between an initially straight flat-ended elastic cantilever column with rectangular cross section and a flat-ended rigid impacting mass with a small angle of incidence with respect to the axis of the column is studied theoretically.
What does it mean to say that the domains of Field, Tenor, and Mode are theoretically motivated with respect to the language system?
The unique aspect of the SFL model of context and language is that the features of context of situation which fall within the domains of Field, Tenor, and Mode, are semiotic in nature and are theoretically motivated with respect to the language system.
Although with respect to the mean squared error (MSE) PCA is theoretically optimal for reconstruction, NMF can perform better for classification [ 75] or recognition [ 76].
