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Definition of "genetic algorithm" |
an optimization technique that searches for parameter values by mimicking natural selection and the laws of genetics. A genetic algorithm takes a set of solutions to a problem and measures the “goodness” of those solutions. It then discards the “bad” solutions and keeps the “good” solutions. Next, one or more genetic operators, such as mutation and crossover, are applied to the set of solutions. The “goodness” metric is applied again and the algorithm iterates until all solutions meet certain criteria or a specific number of iterations has been completed. |
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