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GENETIS
GENETIS
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Tue Feb 3 18:01:22 2026
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<p>This run was a short run (stopped due to resource limits) that was conducted to test the minimum length constraint that had been applied in the past. Previously, the minimum length was set to be 37.5 cm for each cone; in this run, it was lowered to 10 cm. It ran for 60 generations with 50 individuals per generation, each evaluated with 300,000 neutrinos. To compare to the paper run, this run was performed using the asymmetric algorithm, meaning each individual had 6 genes (length, inner radius, and opening angle for each cone). The initial generation began with identical individuals, with genes matching the genes of the best performing individual mentioned in the GENETIS paper.</p> <p>The ratio of generative operators is as follows: 72% crossover, 22% immigration, 6% reproduction. Mutation was also used, with 1% of genes produced by crossover mutated by adding a number chosen from a Gaussian centered at 0 with a width of 5% of the gene's value.</p> <p>The ratio of selection operators was: 20% roulette, 80% tournament, 0% rank, 0% elite.</p> <p>Attached are the run details, violin plot, and "rainbow" plot.</p>
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