• DocumentCode
    3297424
  • Title

    Research on the Application of Cigarette Tobacco-Group´s Intelligent Aided Design

  • Author

    Gong, Hui-li ; Hou, Rui-chun ; Ding, Xiang-Qian

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Ocean Univ. of China, Qingdao
  • Volume
    1
  • fYear
    2008
  • fDate
    18-20 Oct. 2008
  • Firstpage
    655
  • Lastpage
    659
  • Abstract
    Aiming at the shortcoming of subjectivity, high cost and long period in traditional cigarette formula design, the new method based on the genetic algorithm, uniform design method and industry expert knowledge was presented in this paper to search the rational tobacco-group´s formula schemes in complex and huge solution space. In the meanwhile, intelligent evaluation models were established according to the relativity between tobacco-grouppsilas physical-chemical ingredients, sensory-quality indexes and smoke indexes. Through this model, the recommended formula schemes will be evaluated and relatively optimum formula schemes can be obtained. By this process, a man-computer cooperated intelligence-aided formula design can be realized, which overcomes the bottleneck of traditional expert system in knowledge obtaining, and enhances the performance of intelligent system aided by domain expert experience.
  • Keywords
    CAD/CAM; expert systems; genetic algorithms; tobacco industry; tobacco products; cigarette formula design; cigarette tobacco group; domain expert experience; expert system; genetic algorithm; industry expert knowledge; intelligence-aided formula design; intelligent aided design; intelligent evaluation models; intelligent system aided; sensory-quality indexes; smoke indexes; uniform design method; Algorithm design and analysis; Chemical analysis; Chemical sensors; Cost function; Design methodology; Educational institutions; Genetic algorithms; Information science; Intelligent sensors; Intelligent systems; Cigarette Tobacco-group; Genetic algorithm; Intelligent evaluation models; Uniform design method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2008. ICNC '08. Fourth International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-0-7695-3304-9
  • Type

    conf

  • DOI
    10.1109/ICNC.2008.636
  • Filename
    4666926