Quantum-inspired neuro coevolution model applied to coordination problems

作者:

Highlights:

• Presents a neuro-evolution model to be applied in coordination problems.

• Uses the real quantum representation.

• Has the capacity to automatically obtain the best neural network for each agent.

• New quantum crossover and mutation operators were proposed.

• The model was tested in two simulations and one real problem with good results.

摘要

•Presents a neuro-evolution model to be applied in coordination problems.•Uses the real quantum representation.•Has the capacity to automatically obtain the best neural network for each agent.•New quantum crossover and mutation operators were proposed.•The model was tested in two simulations and one real problem with good results.

论文关键词:Coevolution,Neuro-evolution,Quantum inspiration,Coordination

论文评审过程:Received 22 December 2019, Revised 19 May 2020, Accepted 15 October 2020, Available online 21 October 2020, Version of Record 10 February 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.114133