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首页> 外文期刊>Zeitschrift fur Angewandte Mathematik und Mechanik >A review of subdivision direction selection in interval methods for global optimization
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A review of subdivision direction selection in interval methods for global optimization

机译:全局优化的区间法细分方向选择综述

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This paper gives a short overview of the latest results on the role of the interval subdivision selection rule in branch-and-bound algorithms for global optimization. The class of rules that allow convergence for two slightly different model algorithms is characterized, and it is shown that the four rules investigated satisfy the conditions of convergence. An extensive numerical study with a wide spectrum of test problems indicates that there are substantial differences between the rules in terms of the required CPU time, the number of function and derivative evaluations and space complexity. Two of the rules can provide substantial improvements in efficiency.
机译:本文简要介绍了区间细分选择规则在全局优化的分支定界算法中的作用的最新结果。给出了可以使两个略有不同的模型算法收敛的规则类别,并表明所研究的四个规则满足收敛条件。广泛的数值研究和广泛的测试问题表明,在所需的CPU时间,功能和派生评估的数量以及空间复杂度方面,这些规则之间存在实质性差异。其中两个规则可以大大提高效率。

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