Group search optimizer with intraspecific competition and lévy walk
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摘要
This short communication presents a nature-inspired optimization algorithm, group search optimizer with intraspecific competition and lévy walk (GSOICLW). The mechanism of intraspecific competition (IC) and the searching strategy of lévy walk (LW) are incorporated to the original group search optimizer (GSO) algorithm. It has been proved that GSOICLW shows a significant improvement to GSO after its test against standard benchmark functions.
论文关键词：Evolutionary algorithm,Intraspecific competition,Lévy walk,Group search optimizer,Standard benchmark functions
论文评审过程：Received 9 April 2014, Revised 26 August 2014, Accepted 9 September 2014, Available online 18 September 2014.
论文官网地址：https://doi.org/10.1016/j.knosys.2014.09.005
