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首页> 外文期刊>International Journal of Quantum Chemistry >A deterministic approach for global minimization of molecular potential energy functions
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A deterministic approach for global minimization of molecular potential energy functions

机译:全局最小化分子势能函数的确定性方法

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摘要

The problem of minimizing a molecular potential energy function is an example of a global optimization problem. Computing the global minimum of this function is very difficult, because it typically has a very large number of local minima that grows exponentially with the problem size. Most of the methods developed to resolve this problem are stochastic or heuristic methods. In this article we use a deterministic algorithm based on a branch-and-bound method that employs techniques of interval arithmetic. Using this algorithm, we can guarantee that the actual global minimum is found. The proposed approach was successfully applied to a set of test problems containing up to 22 degrees of freedom. (C) 2003 Wiley Periodicals, Inc. [References: 18]
机译:最小化分子势能函数的问题是整体优化问题的一个例子。计算此函数的全局最小值非常困难,因为它通常具有大量的局部最小值,并且随问题的大小呈指数增长。解决此问题的大多数方法是随机或启发式方法。在本文中,我们使用基于采用分支算术技术的分支定界方法的确定性算法。使用此算法,我们可以保证找到实际的全局最小值。所提出的方法已成功应用于包含多达22个自由度的一组测试问题。 (C)2003 Wiley Periodicals,Inc. [参考:18]

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