Circular structures of puffer fish: A new metaheuristic optimization algorithm

2018 Third International Conference on Electrical and Biomedical Engineering, Clean Energy and Green Computing (EBECEGC) Pub Date : 2018-04-25 DOI:10.1109/EBECEGC.2018.8357123

Mehmet Cem Catalbas, Arif Gülten

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引用次数: 10

Abstract

In this paper, we presented a new metaheuristic optimization algorithm which we named as circular structures of puffer fish. This algorithm has been inspired by the behaviors of male puffer fish for charming the female ones. The special type of male puffer fishes, Torquigener albomaculosus, has a special ability to build a unique circular structure on the seabed. The building process of a circular structure consists of several regular sub-dimensions and as the result of this process, a circular structure is constructed. The water flow rate at the center of this structure is reduced. Additionally, these structures have some numerical properties such as the ratio of inner and outer circular structures diameter or the number of peaks on the structure. The results of the proposed algorithm are compared with genetic algorithm through various performance criteria. The most popular performance analyzing functions were used in the optimization of the algorithm performance comparison process.

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河豚鱼的圆形结构:一种新的元启发式优化算法

本文提出了一种新的元启发式优化算法，我们将其命名为河豚的圆形结构。该算法的灵感来自雄性河豚鱼吸引雌性河豚的行为。一种特殊类型的雄性河豚，Torquigener albomaculosus，有一种特殊的能力，可以在海床上建造一个独特的圆形结构。一个圆形结构的建造过程由几个规则的子维度组成，作为这个过程的结果，一个圆形结构被建造出来。该结构中心的水流速率降低。此外，这些结构还具有一些数值性质，如内外圆结构直径的比值或结构上的峰数。通过各种性能指标将算法的结果与遗传算法进行比较。在优化算法性能比较过程中使用了最常用的性能分析函数。

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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2018 Third International Conference on Electrical and Biomedical Engineering, Clean Energy and Green Computing (EBECEGC)

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