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To help chemists design new drugs, we created a tool that uses interactive evolution to design drug molecules, the "Molecule Evoluator". In contrast to most other evolutionary de novo design programs, the molecule representation and the set of mutations enable it to both search the chemical space of all drug like molecules extensively and to fine-tune molecular structures to the problem at hand. Additionally, we use interaction with the user as a fitness function, which is new in evolutionarydoi:10.1145/1068009.1068339 dblp:conf/gecco/LameijerIK05 fatcat:gk2q7g6azzc2vpwbhx3rkdvk2y