Novel Approach to Develop Rheological Structure-Property Relationships Using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4504

  author =       "Elsa Jordaan and Jaap {den Doelder} and Guido Smits",
  title =        "Novel Approach to Develop Rheological
                 Structure-Property Relationships Using Genetic
  booktitle =    "Parallel Problem Solving from Nature - PPSN IX",
  year =         "2006",
  editor =       "Thomas Philip Runarsson and Hans-Georg Beyer and 
                 Edmund Burke and Juan J. Merelo-Guervos and 
                 L. Darrell Whitley and Xin Yao",
  volume =       "4193",
  pages =        "322--331",
  series =       "LNCS",
  address =      "Reykjavik, Iceland",
  publisher_address = "Berlin",
  month =        "9-13 " # sep,
  publisher =    "Springer-Verlag",
  ISBN =         "3-540-38990-3",
  keywords =     "genetic algorithms, genetic programming, rheology,
                 molar mass distribution.",
  DOI =          "doi:10.1007/11844297_33",
  size =         "10 pages",
  abstract =     "Rheological structure-property models play a crucial
                 role in the manufacturing and processing of polymers.
                 Traditionally rheological models are developed by
                 design of experiments that measure a rheological
                 property as a function of the moments of molar mass
                 distributions. These empirical models lack the capacity
                 to apply to a wide range of distributions due the
                 limited availability of experimental data. In recent
                 years fundamental models were developed to satisfy a
                 wider range of distributions, but they are in terms of
                 variables not readily available during processing or
                 manufacturing. Genetic programming can be used to
                 bridge the gap between the practical, but limited,
                 empirical models and the more general, but less
                 practical, fundamental models. This is a novel approach
                 of generating rheological models that are both
                 practical and valid for a wide set of distributions.",
  notes =        "PPSN-IX",

Genetic Programming entries for Elsa Jordaan Jaap den Doelder Guido F Smits