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An Enhanced Comparative Molecular Field Analysis Method Using Genetic Algorithm

An Enhanced Comparative Molecular Field Analysis Method Using Genetic Algorithm
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摘要 In this study. an automated conformer selection procedure using generic algorithm (GA) has been applied in comparative molecular field analysis (CoMFA) method. Using genetic algorithm. the 3D-QSAR model is optimized to an optimal one. From the calculation results, a group of QSAR models with high predictive ability can be obtained, which is superior than using conventional CoMFA: meanwhile. the active conformers for these compounds in data set can be determined fi om the best model. In this study. an automated conformer selection procedure using generic algorithm (GA) has been applied in comparative molecular field analysis (CoMFA) method. Using genetic algorithm. the 3D-QSAR model is optimized to an optimal one. From the calculation results, a group of QSAR models with high predictive ability can be obtained, which is superior than using conventional CoMFA: meanwhile. the active conformers for these compounds in data set can be determined fi om the best model.
出处 《Chinese Chemical Letters》 SCIE CAS CSCD 1999年第9期759-762,共4页 中国化学快报(英文版)
关键词 comparative molecular field analysis (CoMFA) genetic algorithm (GA) 3D-QSAR comparative molecular field analysis (CoMFA) genetic algorithm (GA) 3D-QSAR
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