Fireworks explosion based artificial bee colony for numerical optimization

作者：

Highlights：

• Fireworks explosion search mechanism is incorporated into artificial bee colony (ABC).

• Fireworks explosion based artificial bee colony (FW-ABC) framework is proposed.

• FW-ABC significantly improves the performance of various existing ABC algorithms.

• FW-ABC also outperforms fireworks algorithms and other meta-heuristic algorithms.

摘要

•Fireworks explosion search mechanism is incorporated into artificial bee colony (ABC).•Fireworks explosion based artificial bee colony (FW-ABC) framework is proposed.•FW-ABC significantly improves the performance of various existing ABC algorithms.•FW-ABC also outperforms fireworks algorithms and other meta-heuristic algorithms.

论文关键词：Artificial bee colony,Fireworks explosion search,Exploitation,Meta-heuristic algorithm,Numerical optimization

论文评审过程：Received 18 March 2019, Revised 17 July 2019, Accepted 26 August 2019, Available online 28 August 2019, Version of Record 20 January 2020.

论文官网地址：https://doi.org/10.1016/j.knosys.2019.105002