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The WAAC algorithm uses a population of candidate models termed an 'ant colony'.
An important aspect of the methodology is the generation of a population of candidate models.
It seeks the optimal solution by evolving a population of candidate solutions over a number of generations or iterations.
Through repetitive application of selection, crossover, and mutation, a population of candidate solutions is evolved to generate better solution.
A basic variant of the DE algorithm works by having a population of candidate solutions (called agents).
Genetic programming (GP) can learn complex concepts by searching for the target concept through evolution of a population of candidate hypothesis programs.
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GAs are simulated through a population of candidates of size that evolve computationally towards better solutions.
Whether or not this information could be used in defining a population of patients candidate for anti HER-2/neu therapy remains to be defined.
He sees a population of Manchurian candidates brainwashed to be in thrall to a culture that is slowly killing them.
The ensuring sequencing of the gene in the family members and 200 other individuals from the general population revealed several informative SNPs (with frequencies of >0.1) that were of potential interest, from which seven were selected for the association studies in a population of 4631 candidates.
We use a GA as sampling-based technique for network structure search that optimizes a whole population of candidate networks.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com