Improving exploration and exploitation via a Hyperbolic Gravitational Search Algorithm
作者:
Highlights:
• Introduction of acceleration coefficients which depend on suitable hyperbolic sin functions.
• Dynamic regulation of the gravitational constant coefficient through hyperbolic function.
• Hyperbolic-based definition of the parameter Kbest.
• Improvement of exploration and exploitation phases.
摘要
•Introduction of acceleration coefficients which depend on suitable hyperbolic sin functions.•Dynamic regulation of the gravitational constant coefficient through hyperbolic function.•Hyperbolic-based definition of the parameter Kbest.•Improvement of exploration and exploitation phases.
论文关键词:Evolutionary algorithms,Gravitational search algorithm,Optimization algorithms,Exploration and exploitation,Hyperbolic functions
论文评审过程:Received 28 May 2019, Revised 14 December 2019, Accepted 17 December 2019, Available online 19 December 2019, Version of Record 7 March 2020.
论文官网地址:https://doi.org/10.1016/j.knosys.2019.105404