让蚂蚁标记点特征[原文如此]。:为“标签”为“标签”]

Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600) Pub Date : 2002-05-12 DOI:10.1109/CEC.2002.1004475

Michael Schreyer, G. Raidl

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引用次数: 16

摘要

本文描述了一种用于标记点特征的蚁群系统(ACS)。预处理步骤以安全的方式减少了搜索空间。ACS采用局部改进和掩蔽，这是一种专注于关键区域优化的技术。实证结果表明，ACS可靠地识别出高质量的解决方案，在许多情况下，这些解决方案优于最先进的点特征标记遗传算法。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Letting ants labeling point features [sic.: for 'labeling' read 'label']

This paper describes an ant colony system (ACS) for labeling point features. A pre-processing step reduces the search space in a safe way. The ACS applies local improvement and masking, a technique that focuses the optimization on critical regions. Empirical results indicate that the ACS reliably identifies high-quality solutions which are in many cases better than those of a state-of-the-art genetic algorithm for point-feature labeling.

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来源期刊

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

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