Improving molecular simulation : a meta optimisation of Monte Carlo parameters

نویسندگان

  • Benoit Leblanc
  • Evelyne Lutton
  • Bertrand Braunschweig
  • Hervé Toulhoat
چکیده

We present a new approach to perform molecular simulations using evolutionary algorithms. The main application of this work is the simulation of dense amorphous polymers and the goal is to improve the efficiency of sampling, in other words to obtain valid samples from the phase state more rapidly. Our approach is based on parallel Markovian Monte Carlo simulations of the same physico-chemical system, where we optimise some Monte Carlo parameters by means of a real coded genetic algorithm.

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تاریخ انتشار 2001