Chaotic fruit fly optimization algorithm

作者:

Highlights:

• Development of new method named chaotic fruit fly optimization algorithm (CFOA).

• Fruit fly algorithm (FOA) is integrated with ten different chaos maps.

• Novel algorithm is tested on ten different well known benchmark problems.

• CFOA is compared with FOA, FOA with Levy distribution, and similar chaotic methods.

• Experiments show superiority of CFOA in terms of obtained statistical results.

摘要

•Development of new method named chaotic fruit fly optimization algorithm (CFOA).•Fruit fly algorithm (FOA) is integrated with ten different chaos maps.•Novel algorithm is tested on ten different well known benchmark problems.•CFOA is compared with FOA, FOA with Levy distribution, and similar chaotic methods.•Experiments show superiority of CFOA in terms of obtained statistical results.

论文关键词:Fruit fly optimization algorithm,Chaos,Metaheuristic technique,Optimization

论文评审过程:Received 12 September 2014, Revised 15 August 2015, Accepted 17 August 2015, Available online 22 August 2015, Version of Record 19 October 2015.

论文官网地址:https://doi.org/10.1016/j.knosys.2015.08.010