Over a couple of millennia? All you will do is end up selecting for fitness among the existing gene pool. No new genes will be created. Evolution is a slow proc

Over a couple of millennia? All you will do is end up selecting for fitness among the existing gene pool. No new genes will be created. Evolution is a slow process, and it will take far longer than a few millennia for new, innovative genes to emerge that provide resistance to radiation.