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Comparative study of basin-hopping and the minima-hopping global optimization methods: A case study on Lennard-Jones clusters

  • 1.

    Department of Electronic Information, Anhui Finance & Trade Vocational College, Hefei 230601, China

  • 2.

    Department of Chemistry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA

  • 3.

    Dalian Institute of Chemical Physics of Chinese Academy of Sciences, Dalian 116000, China

  • 4.

    Key Laboratory of Intelligent Computing & Signal Processing, Ministry of Education, Anhui University, Hefei 230039, China

Cite this: JUSTC, 2015, 45(5): 373-378
https://doi.org/10.3969/j.issn.0253-2778.2015.05.005
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  • Received Date: March 23, 2015
  • Revised Date: May 11, 2015
  • Published Date: May 30, 2015
    Abstract
  • In order to find a better algorithm for global optimization of Lennard-Jones cluster, two algorithms, basin-hopping and minima-hopping, were used to optimize the structures of 13 particles, 38 particles, and 60 particles Lennard-Jones clusters. Both algorithms find global minima, while the minima-hopping method yields a faster search speed which is at least one order faster than the basin-hopping method.
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