When biological findings are rooted in the natural adaptations of evolutionary pressures the governing mechanisms are likely to be conserved, as opposed to when artificial genes, diets, and environments are imposed upon rodents.
Such hypergraph-based evolutionary design requires the adaptation of traditional evolutionary operators like cross-over and mutation.
They integrate both the management of imprecision/uncertainty and inherent interpretability of Fuzzy Rule Based Systems, with the learning and adaptation capabilities of evolutionary optimization.
The strategies include (i) fitness sampling of individual trial solution, (ii) fitness estimation of noisy samples, (iii) dynamic population sizing over the generations, (iv) adaptation of the evolutionary search strategy, and (v) modification in the selection strategy.
Finally, we present several adaptations of the evolutionary algorithm's operators to deal with Cayley-encodings for the OTNDP.
Those are adaptations, all, products of evolutionary biology and natural selection- which we understand courtesy of science.
Our findings are broadly compatible with qualitative concepts of evolutionary adaptation of function such as adaptation to varying thermal environments.
The research of his team focuses on the genetic basis of adaptation, evolutionary innovation and animal diversification of mainly the exceptionally diverse cichlid fishes.
More generally, variation is the stuff of evolutionary adaptation: Heterogeneous components make up the reservoir on which selection acts.
Crawford, D.L. & Powers, D.A. Molecular basis of evolutionary adaptation at the lactate dehydrogenase-B locus in the fish Fundulus heteroclitus.
One of the central problems he has been interested in is the molecular basis of evolutionary adaptation.
