Journal of Chromatography & Separation Techniques
Open Access

Zhang X

Publications

• Research Article
  Study on Quantitative Structure-Retention Relationships (QSRR) for Oxygen-Containing Organic Compounds Based on Gene Expression Programming (GEP)
  Author(s): Zhang X, Shi L, Ding L, Sun Z, Song L, Qu H and Sun T Zhang X, Shi L, Ding L, Sun Z, Song L, Qu H and Sun T
  
  Gene Expression Programming (GEP) is a novel genetic algorithm, a highly effective, stable random searching method. We take GEP to make models of Quantitative Structure-Retention Relationship (QSRR) for a series of oxygen-containing organic compounds of GC retention index, and compare the predictive results with Artificial Neural Network (ANN) and Multiple Linear Regression (MLR). The correlation coefficient on OV-1 column is 0.9919, 0.9891 and 0.9911 for GEP, ANN and MLR respectively, on SE-54 column is 0.9955, 0.9892, and 0.9917. It is shown that the predicted results by GEP are in good agreement with experimental ones, better than those of ANN and MLR. .. View More»
  DOI: 10.4172/2157-7064.1000306

  Abstract PDF

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