Laser & Optoelectronics Progress, Volume. 47, Issue 12, 123001(2010)

Nondestructive Detection of Soluble Solids Content on Navel Orange with Vis/NIR Based on Genetic Algorithm

Xue Long1,2、*, Li Jing1, Liu Muhua1, Wang Xiao1, and Luo Chunsheng1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(15)

    [7] [7] Li Jing, Xue Long, Liu Muhua et al.. Recognition of navel orange contaminated by omethoate based on Vis-NIR spectroscopy[J]. Transactions of the CSAE, 2010, 26(2): 366~369

    [9] [9] S. Satanwong, S. Kawano. Rapid determination of fungicide contaminated on tomato surface using the DESIR-NIR: a system for ppm-order concentration[J]. J. Near Infrared Spectrosc, 2005, 13(3):169~175

    [10] [10] J. Li, L. Xue, M. Liu et al.. Recognition of different pesticide contamination in Navel oranges based on spectra technology[J]. Acta Agriculturae Universitatis Jiangxiensis, 2010, 32(4): 0723~0728

    [11] [11] R. Leardi, L. Nrgaard. Sequential application of backward interval PLS and genetic algorithms for the selection of relevant spectral regions[J]. J . Chemomelr., 2004, 18(11): 486~497

    [12] [12] Qiang Fei, Ming Li, Bin Wang et al.. Analysis of cefalexin with NIR spectrometry coupled to artificial neural networks with modified genetic algorithm for wavelength selection[J]. Chemometr. Intell. Lab. Syst., 2009, 97: 127~131

    [13] [13] Jagdish C. Tewari, Vivechana Dixit, Byoung-Kwan Cho et al.. Determination of origin and sugars of citrus fruits using genetic algorithm, correspondence analysis and partial least square combined with fiber optic NIR spectroscopy[J]. Spectrochim. Acta A, 2008, 71: 1119~1127

    [14] [14] R. Leardi. Application of genetic algorithm-PLS for feature selection in spectral data sets[J]. J. Chemometr. Intell. Lab. Syst., 2000, 14(5): 643~655

    [15] [15] R. E. Fan, P. H. Chen, C. J. Lin. Working set selection using second order information for training SVM[J]. J. Mach. Learn. Res., 2005, 6: 1889~1918

    CLP Journals

    [1] Zhang Haidong, Li Guirong, Li Ruocheng, Xu Wenfang, Hua Yingjie. Determination of Tea Polyphenols Content in Puerh Tea Using Near-Infrared Spectroscopy Combined with Extreme Learning Machine and GA-PLS Algorithm[J]. Laser & Optoelectronics Progress, 2013, 50(4): 43001

    [2] Luo Xia, Hong Tiansheng, Luo Kuo, Dai Fen, Mei Huilan. Application of Hyperspectrum Technology in Non-Destructive Measurement of Soluble Solid Content in Pitaya[J]. Laser & Optoelectronics Progress, 2015, 52(8): 83002

    Tools

    Get Citation

    Copy Citation Text

    Xue Long, Li Jing, Liu Muhua, Wang Xiao, Luo Chunsheng. Nondestructive Detection of Soluble Solids Content on Navel Orange with Vis/NIR Based on Genetic Algorithm[J]. Laser & Optoelectronics Progress, 2010, 47(12): 123001

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Spectroscopy

    Received: Jun. 3, 2010

    Accepted: --

    Published Online: Nov. 17, 2010

    The Author Email: Long Xue (ultimata@163.com)

    DOI:10.3788/lop47.123001

    Topics