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The design optimization of laminated composite plates being a combinatorially explosive constrained non-linear optimization problem (CNOP), with many design variables and a vast solution space, warrants the use of non-parametric and heuristic optimization algorithms like PSO.
There it combines with seawater to create an acid, carbonic acid, changing the acidity of that vast solution.
Model regularization and prior knowledge were utilized to navigate through the vast solution space.
For example, OptGene uses a genetic algorithm to search the vast solution space to obtain optimal knockout sets.
The use of population-based, randomized search engines was proposed as an alternative that would overcome these limitations and be better able to explore the vast solution space.
To reduce the vast solution space of possible codon readings, we make the following assumptions: We take the amino acid identity of a tRNA as given from the genomic tRNA data and assume that the aminoacylation errors by ARS are negligible, because the aminoacylation step of tRNA is much more accurate than mRNA decoding.
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This results in a vast design solution space for product optimization.
The problem is characterized by vast, complex solution spaces further perplexed by the presence of conflicting objectives.
Inspired by nature those examples provide a vast design solution space due to an extensive evolutionary development of various optimized systems.
CSA is not only an adaptive parallel algorithm based on the clonal selection theory but also represents an intelligent exploitation of a heuristic search in a vast feasible solution space.
"Mud" was marred by a shoot-out, and "Midnight Special" lingers way too long on its concluding spectacle — both a vast, computer-generated solution to the puzzle of Alton's nature and a strange diminution of the impact he has had on people's lives.
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CEO of Professional Science Editing for Scientists @ prosciediting.com