Memory-based prisoner's dilemma game with history optimal strategy learning promotes cooperation on interdependent networks

作者:

Highlights:

• We presented a new, more practical interdependent model to describe the real world network.

• We introduce history optimal strategy learning mechanism for the first time.

• The combination of the above network model and the newly proposed mechanism is used to simulate the process of group cooperation behavior, which shows that the new mechanism can effectively improve density of cooperation in two interdependent groups.

摘要

•We presented a new, more practical interdependent model to describe the real world network.•We introduce history optimal strategy learning mechanism for the first time.•The combination of the above network model and the newly proposed mechanism is used to simulate the process of group cooperation behavior, which shows that the new mechanism can effectively improve density of cooperation in two interdependent groups.

论文关键词:Memory,Prisoner's dilemma game,History optimal strategy,Interdependent networks

论文评审过程:Received 24 December 2019, Revised 2 September 2020, Accepted 13 September 2020, Available online 30 September 2020, Version of Record 30 September 2020.

论文官网地址:https://doi.org/10.1016/j.amc.2020.125675