A hybrid genetic algorithm for finding stable conformations of small molecules

被引:4
作者
Barbosa, HJC [1 ]
Raupp, FMP [1 ]
Lavor, C [1 ]
Lima, H [1 ]
Maculan, N [1 ]
机构
[1] Lab Nacl Computacao Cient, BR-25651070 Petropolis, RJ, Brazil
来源
SIXTH BRAZILIAN SYMPOSIUM ON NEURAL NETWORKS, VOL 1, PROCEEDINGS | 2000年
关键词
D O I
10.1109/SBRN.2000.889719
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this work we use a hybrid genetic algorithm for finding the global minimum energy conformation of small molecules based on the Lennard-Jones potential function. Finding the global minimum of this function is very difficult because it has a large number of local minima, which may grow exponentially with molecule size. Experimental evidences show that the global minimum potential energy of a given molecule usually corresponds to ifs most stable conformation, which dictates the majority of ifs properties.
引用
收藏
页码:90 / 94
页数:5
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