无导数非线性优化的分布式并行算法

Congying Han, G. He, Huanqing Cui, Xuping Zhang
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引用次数: 3

摘要

本文提出了一种非线性规划的模式搜索方法。提出了一种基于模式搜索的分布式并行算法,将方向分配到各个处理器。通过运行MPI环境,在一个16机集群系统上进行了分布式并行模式方法的实验,获得了良好的实验结果。
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Distributed Parallel Algorithm For Nonlinear OptimizationWithout Derivatives
This paper formulates a pattern search method for nonlinear programming. A distributed parallel algorithm is given based on the pattern search method by distributing the direction to every processor. Promising experimental results of the distributed parallel pattern method are obtained on a sixteen-machines cluster system by running the environment MPI.
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