A constrained ITGO heuristic applied to engineering optimization

作者:

Highlights:

• A simple meta-heuristic specialized in constrained optimization is developed.

• The developed method can solve real, integer and mixed-integer constrained problems.

• State-of-the-art results are achieved on constrained engineering design problems.

• Twenty of the best methods found in the literature are compared.

• Several nonparametric statistical tests are performed.

摘要

•A simple meta-heuristic specialized in constrained optimization is developed.•The developed method can solve real, integer and mixed-integer constrained problems.•State-of-the-art results are achieved on constrained engineering design problems.•Twenty of the best methods found in the literature are compared.•Several nonparametric statistical tests are performed.

论文关键词:Meta-heuristics,ITGO,Optimization,Engineering problems

论文评审过程:Received 5 December 2017, Revised 24 May 2018, Accepted 25 May 2018, Available online 29 May 2018, Version of Record 18 June 2018.

论文官网地址:https://doi.org/10.1016/j.eswa.2018.05.027