Performance improvement of Teaching-Learning-Based Optimisation for robust machine layout design

作者:

Highlights:

• Application of TLBO to solve MLD problems using robust approach is firstly reported.

• Superiority of TLBO modifications has been proposed and demonstrated in this work.

• Benchmarking datasets used in the computational experiments are provided.

• Comprehensive literature review on metaheuristics applied to solve MLD is presented.

• Pseudo codes and mechanisms of the proposed methods are illustrated using figures.

摘要

•Application of TLBO to solve MLD problems using robust approach is firstly reported.•Superiority of TLBO modifications has been proposed and demonstrated in this work.•Benchmarking datasets used in the computational experiments are provided.•Comprehensive literature review on metaheuristics applied to solve MLD is presented.•Pseudo codes and mechanisms of the proposed methods are illustrated using figures.

论文关键词:Computational intelligence,Teaching-Learning-Based Optimisation,Facility layout,Robust design,Dynamic demand

论文评审过程:Received 16 March 2017, Revised 14 December 2017, Accepted 2 January 2018, Available online 3 January 2018, Version of Record 6 February 2018.

论文官网地址:https://doi.org/10.1016/j.eswa.2018.01.005