Using genetic programming for developing relationship between engineering characteristics and customer requirements in new products

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Chan:2011:ICIEA,
  author =       "K. Y. Chan and T. S. Dillon and C. K. Kwong and 
                 S. H. Ling",
  title =        "Using genetic programming for developing relationship
                 between engineering characteristics and customer
                 requirements in new products",
  booktitle =    "6th IEEE Conference on Industrial Electronics and
                 Applications (ICIEA 2011)",
  year =         "2011",
  month =        "21-23 " # jun,
  pages =        "526--531",
  address =      "Beijing, China",
  size =         "6 pages",
  abstract =     "In product planning, development of models of
                 relationship between engineering characteristics and
                 customer requirements in new products is an important
                 process in quality function deployment (QFD), which is
                 a widely used customer driven approach. In this paper,
                 a methodology based on genetic programming (GP) is
                 presented to generate a reliable model that can be used
                 to predict the customer requirements from the
                 engineering characteristics. The proposed GP based
                 method, which has the capability to carry out
                 simultaneous optimisation of model relationship
                 structures and parameters, is used to automatically
                 generate accurate nonlinear models relating the two
                 requirements. A case study of the digital camera design
                 shows that the proposed GP based method produce a more
                 accurate and interpretable models than the other
                 commonly used methods, which ignore nonlinear terms in
                 the model development.",
  keywords =     "genetic algorithms, genetic programming, GP based
                 method, QFD, accurate nonlinear models, customer driven
                 approach, customer requirements, digital camera design,
                 engineering characteristics, interpretable models,
                 model development, model relationship structures, new
                 products, nonlinear terms, product development, product
                 planning, quality function deployment, reliable model,
                 simultaneous optimisation, customer services, product
                 development, production planning, quality function
                 deployment, reliability",
  DOI =          "doi:10.1109/ICIEA.2011.5975642",
  ISSN =         "pending",
  notes =        "Also known as \cite{5975642}",
}

Genetic Programming entries for Kit Yan Chan Tharam S Dillon Che Kit Kwong Sing Ho Ling

Citations