A Computation Time Comparison of Self-Organising Migrating Algorithm in Java and C#

机译：Java和C＃中自组织迁移算法的计算时间比较

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This paper compares implementations of the Self-Organizing Migrating Algorithm (SOMA) algorithm in the C# and Java frameworks. SOMA is a highly effective tool of an evolutionary optimization aimed at the same set of problems as Genetic Algorithms. The asynchronously parallel 'All-to-One' strategy of SOMA is used to equally distribute computation loads between several available processors/cores. This strategy is implemented in the C# and Java runtime environments to statistically evaluate the computation time efficiency of these two concurrent frameworks. The results obtained are discussed in the conclusion.

机译：本文比较了C＃和Java框架中自组织迁移算法（SOMA）算法的实现。 SOMA是针对与遗传算法相同问题的进化优化的高效工具。 SOMA的异步并行“一对一”策略用于在多个可用处理器/内核之间平均分配计算负载。此策略在C＃和Java运行时环境中实现，以统计方式评估这两个并发框架的计算时间效率。结论中讨论了获得的结果。

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来源
《Mathematical methods for information science and economics》|2012年|222-227|共6页
会议地点 Montreux(CH)
作者
JAN KOLEK; PAVEL VARACHA; ROMAN JASEK;
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作者单位

Tomas Bata University in Zlin Faculty of Applied Informatics nam. T.G..Masaryka 5555, 760 01 Zlin CZECH REPUBLIC;

Tomas Bata University in Zlin Faculty of Applied Informatics nam. T.G..Masaryka 5555, 760 01 Zlin CZECH REPUBLIC;

Tomas Bata University in Zlin Faculty of Applied Informatics nam. T.G..Masaryka 5555, 760 01 Zlin CZECH REPUBLIC;

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原文格式 PDF
正文语种 eng
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关键词
All-To-One; C#; asynchronous; evolutionary algorithm; Java; parallel; optimization; SOMA;

机译：一对一C＃;异步;进化算法Java;平行;优化;索马;

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A Computation Time Comparison of Self-Organising Migrating Algorithm in Java and C#

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