values more than 8.0 to obtain an alternative initial set. The reason was that the QSAR model can not predict pIC 50 values better than the highest one in the active dataset, therefore cutting off may encourage the algorithm to find novel molecules. The optimization was conducted 11 times with different configurations. † 3 New substances found were then carried out molecular docking.