The chemical properties examined were polarizability, optical bandgap, and solvation energy ratio. These were calculated in the same manner as in the Search Space Calculations section, the only difference being that these calculations were done on the fly rather than being precomputed. In this work, 447 unique monomers are used to create hexamers with an alternating or homopolymer sequence. This yields a total search space of 100,128 possible polymers. The search space was exhaustively examined to understand how well each GA is traversing the search space.