Solving continuous optimization problems using the tree seed algorithm developed with the roulette wheel strategy

作者：

Highlights：

• An innovation on the algorithm has been proposed to improve the performance of TSA.

• The proposed method is based on the roulette wheel selection method of the GA.

• Experiments of the performance of R-TSA on test functions have been carried out.

• A superior performance of the proposed approaches is proved in the experiments.

摘要

•An innovation on the algorithm has been proposed to improve the performance of TSA.•The proposed method is based on the roulette wheel selection method of the GA.•Experiments of the performance of R-TSA on test functions have been carried out.•A superior performance of the proposed approaches is proved in the experiments.

论文关键词：Tree seed algorithm,Roulette wheel strategy,Optimization,Benchmark functions,Metaheuristic algorithms

论文评审过程：Received 21 August 2020, Revised 4 January 2021, Accepted 4 January 2021, Available online 7 January 2021, Version of Record 19 January 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.114579