QSAR for toxicities of phenols using improved genetic algorithm combined with BP artificial neural network

Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology

Volumn 38, Issue 2, 2006, Pages 216-218

  Yang, Lei ^a   Wang, Peng ^a   Jiang, Yi Lin ^a   Xia, Bing ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

BP ANN; Genetic algorithm; Phenols; QSAR

Indexed keywords

ALKYLATION; GENETIC ALGORITHMS; MOLECULAR STRUCTURE; NEURAL NETWORKS; OPTIMIZATION; PHENOLS; TOXICITY;

ARTIFICIAL NEURAL NETWORK; PHENOLS TOXICITIES;

CHEMICAL ENGINEERING;

EID: 33646740256     PISSN: 03676234     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (6)

1. FATERMI M H, JALALI-HERAVI M, KONUZE E. Prediction of bioconcentration factor using factor using genetic algorithm and artificial neural network [J]. Analytica Chimica Acta, 2003, 486(1): 101-108.
2. NICULESCU S P. Artificial neural networks and genetic algorithms in QSAR [J]. Journal of Molecular Structure (Theochem), 2003, 622(1-2): 71-87.
3. DIETERLE F, KIESER B, GAUGLITZ G. Genetic algorithms and neural networks for the quantitative analysis of ternary mixtures using surface plasmon resonance[J]. Chemometrics and Intelligent Laboratory Systems, 2003, 65(2): 67-81.