Opposition and dimensional based modified firefly algorithm

作者:

Highlights:

• The proposed modified firefly algorithm gives more optimal solution than original FA.

• The time complexity of the modified FA is also less as compared to FA.

• The dimensional FA helps FA not to stuck in the local optima and gives global optima.

• The opposition FA improves initialization of fireflies so they converge faster.

摘要

•The proposed modified firefly algorithm gives more optimal solution than original FA.•The time complexity of the modified FA is also less as compared to FA.•The dimensional FA helps FA not to stuck in the local optima and gives global optima.•The opposition FA improves initialization of fireflies so they converge faster.

论文关键词:Firefly algorithm,Fitness function,Modified firefly algorithm,Opposition based learning,Optimization

论文评审过程:Received 9 June 2014, Revised 26 August 2015, Accepted 28 August 2015, Available online 10 September 2015, Version of Record 10 November 2015.

论文官网地址:https://doi.org/10.1016/j.eswa.2015.08.054