In this study, we show the lack of rotational invariance in the Artificial Bee Colony algorithm (ABC) through numerical experiments. After analysis from the viewpoint of rotational invariance, we develop an ABC with rotational invariance using a hypersphere. The performance of the proposed ABC with rotational invariance is verified through numerical experiments for typical separable benchmark functions without and with rotation. © 2020 Institute of Electrical Engineers of Japan. Published by Wiley Periodicals LLC.

中文翻译：

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基于超球面的旋转不变人工蜂群算法

在这项研究中，我们通过数值实验证明了人工蜂群算法（ABC）中缺乏旋转不变性。从旋转不变性的角度进行分析后，我们使用超球体开发了具有旋转不变性的ABC。通过对典型的可分离基准函数进行旋转和不旋转的数值实验，验证了所提出的具有旋转不变性的ABC的性能。©2020日本电气工程师学会。由Wiley Periodicals LLC发布。