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Using a rule-based approach the score which span over positive and negative value are treated to elicit the final selection and ranking solution.
Ignoring such variability, when ranking solution candidates in a standard GA selection scheme, may result in search convergence to bad solutions.
Other conditions for termination could be when the highest ranking solution's fitness is reaching or has reached a plateau such that successive iterations no longer produce better results or by manual.
A docking study with compound 43 shows the highest ranking solution positioning the molecule in a pose similar to that of compounds 28 and 31.
Furthermore, deworming with albendazole was recently endorsed in the 2012 Copenhagen consensus statement, as the fourth highest ranking solution to address "big issues facing the planet" in terms of cost and benefit (Copenhagen Consensus Center 2012).
The list is ranked into order from the number one highest ranking technological solution to the 100th lowest ranking solution.
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Rank the new generation: reject the lowest-rank solutions; retain the highest ranking solutions to perpetuate the next generation.
Though Gerud2.0 has the option of ranking solutions by allele frequencies from a reference or base population, we were not able to use this feature because some of the broods exhibited rare alleles not present in the genotype data from [ 72].
That new solution replaces the lowest-ranking solution in the HM.
Apply cross-over and mutation on various parent solutions and to create some new solutions to compare with the high-ranking solutions of the previous generation.
Many state-of-the-art evolutionary vector optimization algorithms compute the contributing hypervolume for ranking candidate solutions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com