A hybrid population-based algorithm for the bi-objective quadratic multiple knapsack problem

作者：

Highlights：

• A hybrid method is designed for the multi-objective quadratic multiple knapsack.

• The diversity is maintained with a learning strategy.

• The method is analyzed on instances of the literature.

• It reaches new dominated solutions with high approximate Pareto fronts.

摘要

•A hybrid method is designed for the multi-objective quadratic multiple knapsack.•The diversity is maintained with a learning strategy.•The method is analyzed on instances of the literature.•It reaches new dominated solutions with high approximate Pareto fronts.

论文关键词：Bi-objective,Evolutionary,Hybrid,Knapsack,Optimization

论文评审过程：Received 2 April 2021, Revised 11 August 2021, Accepted 13 November 2021, Available online 27 November 2021, Version of Record 3 December 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.116238