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GAs tend to "converge" in the sense that the population tends to become homogeneous after a while (which I believe is known as "stagnation"). There are various things implemented by some GAs ("immigration", "island model", ...) to try to ward off premature convergence, but not everyone uses them. If the GA does ...

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