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Heuristic Monte Carlo Method Applied to Cooperative Motion Algorithm for Binary Lattice Fluid

Knychała P.1, Banaszak M.2
  • 1Chair of Computer Science, The President Stanislaw Wojciechowski Higher Vocational State School in Kalisz, Poland
  • 2Faculty of Physics, Adam Mickiewicz University Poznan, Poland
Journal of Computational Methods in Sciences and Engineering (14, 395–404), 2014
DOI:: DOI 10.3233/JCM-140508
Abstract: The Cooperative Motion Algorithm is an efficient lattice method to simulate dense polymer systems and is often used with two different criteria to generate a Markov chain in the configuration space. While the first method is the well-established Metropolis algorithm, the other one is an heuristic algorithm which needs justification. As an introductory step towards justification for the 3D lattice polymers, we study a simple system which is the binary equimolar fluid on a 2D triangular lattice. Since all lattice sites are occupied only selected type of motions are considered, such the vacancy movements, swapping neighboring lattice sites (Kawasaki dynamics) and cooperative loops. We compare both methods, calculating the energy as well as heat capacity as a function of temperature. The critical temperature, which was determined using the Binder cumulant, was the same for all methods with the simulation accuracy and in agreement with the exact critical temperature for the Ising model on the 2D triangular lattice. In order to achieve reliable results at low temperatures we employ the parallel tempering algorithm which enables simultaneous simulations of replicas of the system in a wide range of temperatures.

Grant DEC-2012/07/N/ST4/00293 of the Polish NCN is gratefully acknowledged.
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