As a final phase of testing, we ran a realistic scenario trial in which we used the best GA convergence criteria and hyperparameters found in earlier testing to search for hexamers with the same three optimized properties, but in a much larger search space. For this phase, our monomer list is expanded to include SMILES for 1200 unique units, including more common repeat units as well as aryl-vinyl and aryl-azo combinations. Contrary to the work reported thus far, this part of the project allowed any of the 64 possible sequences, instead of limiting it to ABABAB. This yielded a new search space of approximately 46 million possible hexamers, increasing its size by two orders of magnitude in comparison to our originally defined search space. This allows us to see how our recommended best practices performed in a more realistic setting. We again ran five trials with unique starting random states for each of the three properties covered.