Neuroevolution for solving multiobjective knapsack problems

作者：

Highlights：

• Neural networks are used for generating solutions to MOKPs.

• The parameters of neural networks are adjusted by neuroevolution.

• Neuroevolution is incorporated into SMS-EMOA.

摘要

•Neural networks are used for generating solutions to MOKPs.•The parameters of neural networks are adjusted by neuroevolution.•Neuroevolution is incorporated into SMS-EMOA.

论文关键词：Evolutionary computation,Multiobjective knapsack problem,Neuroevolution

论文评审过程：Received 6 February 2018, Revised 2 September 2018, Accepted 2 September 2018, Available online 3 September 2018, Version of Record 13 September 2018.

论文官网地址：https://doi.org/10.1016/j.eswa.2018.09.004