处理遗传算法约束的人工免疫系统的并行实现:初步结果

Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600) Pub Date : 2002-05-12 DOI:10.1109/CEC.2002.1007031

C. Coello, N. C. Cortés

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引用次数: 43

摘要

我们提出了一种基于人工免疫系统的约束处理技术的并行版本。拟议的方法不需要任何形式的惩罚因素，实施起来相对简单，与更复杂的技术相比，它具有很强的竞争力。此外，当使用孤岛方案并行化时，该方法不仅减少了计算时间，而且还提高了生成结果的质量。

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A parallel implementation of an artificial immune system to handle constraints in genetic algorithms: preliminary results

We present a parallel version of a constraint-handling technique based on the artificial immune system. The proposed approach does not require penalty factors of any kind, it is relatively simple to implement and it is quite competitive with more sophisticated techniques. Additionally, when parallelized using an island scheme, the approach not only reduces its computational time, but it also improves the quality of the results produced.

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Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600)

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