Evolution of glass forming ability indicator by genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

  author =       "Manwendra K. Tripathi and Subhas Ganguly and 
                 Partha Dey and P. P. Chattopadhyay",
  title =        "Evolution of glass forming ability indicator by
                 genetic programming",
  journal =      "Computational Materials Science",
  volume =       "118",
  pages =        "56--65",
  year =         "2016",
  ISSN =         "0927-0256",
  DOI =          "doi:10.1016/j.commatsci.2016.02.037",
  URL =          "http://www.sciencedirect.com/science/article/pii/S0927025616300763",
  abstract =     "A symbolic regression technique has been employed to
                 evolve the functional relationship among the
                 characteristic transformation temperatures, viz. glass
                 transition temperature (Tg), onset crystallization
                 temperature (Tx) and offset temperature of melting (Tl)
                 concerning glass forming ability (GFA) of bulk metallic
                 glasses (BMGs). The critical diameters (Dmax) of 410
                 reported BMGs, along with their Tg, Tx and Tl values,
                 forms the training data, for a genetic programming
                 based computer code which attempts to evolve an
                 expression leading to high correlation with Dmax as the
                 target variable. Another set of recently reported 184
                 BMGs data, is used to assess the performance of the
                 evolved expression. The evolved expression shows
                 significantly improved correlations with critical
                 diameter Dmax, for training data, test data and
                 training and test data considered together. The same
                 also compares well with the high correlation GFA
                 indicators reported earlier in the literature.",
  keywords =     "genetic algorithms, genetic programming, Glass forming
                 ability, GFA criteria, Bulk metallic glass",
  notes =        "National Institute of Technology Raipur, Raipur
                 492010, India",

Genetic Programming entries for Manwendra K Tripathi Subhas Ganguly Partha Pratim Dey P P Chattopadhyay