首页> 外文期刊>中国物理:英文版 >USING AN EVOLUTIONARY ALGORITHM BASED ON CELL DIVISION OPERATION TO CALCULATE GROUND-STATE ENERGIES OF DOUBLE-ELECTRON SYSTEMS IN MAGNETIC FIELDS
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USING AN EVOLUTIONARY ALGORITHM BASED ON CELL DIVISION OPERATION TO CALCULATE GROUND-STATE ENERGIES OF DOUBLE-ELECTRON SYSTEMS IN MAGNETIC FIELDS

机译:利用基于细胞分裂操作的进化算法计算磁场中双电子系统的基态能量

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In this paper we adopt a new approach-the evolutionary algorithm based on cell division operation-to deal with ground-state energies of double-electron systems. This algorithm is based on the evolution of sets and can incorporate other search algorithms. Firstly, we make a search for several good subsets of solution space at the same time. Then, we make a fine search in the neighbourhood of some better points obtained in the first step to determine the final optimal results. In addition, the cell division enables the solution subspaces to become smaller and smaller, and thus increase the convergence speed. We have tested this approach on double-electron systems in magnetic fields, and the results obtained have shown that it can improve not only the efficiency but also the accuracy of the calculations compared with other methods.
机译:在本文中,我们采用一种新方法-基于细胞分裂操作的进化算法-处理双电子系统的基态能量。该算法基于集合的演化,并且可以合并其他搜索算法。首先,我们同时搜索解决方案空间的几个良好子集。然后,我们在第一步中获得的一些更好点附近进行精细搜索,以确定最终的最佳结果。另外,单元划分使得解子空间变得越来越小,从而提高了收敛速度。我们已经在磁场中的双电子系统上测试了该方法,并且获得的结果表明,与其他方法相比,该方法不仅可以提高效率,而且可以提高计算精度。

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