On the effect of memory on the Prisoner?s Dilemma game in correlated networks

被引:6
|
作者
Lotfi, Nastaran [1 ]
Rodrigues, Francisco A. [1 ]
机构
[1] Univ Sao Paulo, Inst Ciencias Matemat & Computacao, Caixa Postal 668, BR-13560970 Sao Carlos, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
Complex networks; Prisoner?s Dilemma; Memory effect; EVOLUTIONARY GAMES; COMPLEX NETWORKS; COOPERATION;
D O I
10.1016/j.physa.2022.128162
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Game theory is fundamental to understanding cooperation between agents. The Pris-oner's Dilemma is a well-known model extensively studied in complex networks. However, previous works ignore players' memory, and the decisions about the strategies are based only on the latest games. At the same time, in real-world games, players generally consider the current situation and previous experiences when deciding their strategy. In this paper, we study how memory influences cooperation in correlated networks. We consider the evolutionary Prisoner's Dilemma game on random and scale -free networks presenting degree-degree correlation. Through extensive simulations, we show that assortativity can improve cooperation when the temptation to defect increases. Moreover, our results suggest that including memory decreases the network structure's influence on cooperation. Our study contributes to understanding the role of the network topology and the player's memory on cooperation.(c) 2022 Elsevier B.V. All rights reserved.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Prisoner's Dilemma Game on Two Types of Positively Correlated Networks
    Liu Yong-Kui
    Li Zhi
    Chen Xiao-Jie
    Wang Long
    CHINESE PHYSICS LETTERS, 2009, 26 (04)
  • [2] Memory-based prisoner's dilemma game with conditional selection on networks
    Ye, Wenxing
    Feng, Weiying
    Lu, Chen
    Fan, Suohai
    APPLIED MATHEMATICS AND COMPUTATION, 2017, 307 : 31 - 37
  • [3] Cooperation in the prisoner's dilemma game on tunable community networks
    Liu, Penghui
    Liu, Jing
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 472 : 156 - 163
  • [4] Robustness of cooperation in memory-based prisoner's dilemma game on a square lattice
    Ren, Guangming
    Wang, Xingyuan
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2014, 408 : 40 - 46
  • [5] THE EFFECT OF PINNING CONTROL ON EVOLUTIONARY PRISONER'S DILEMMA GAME
    Du, Wen-Bo
    Zhou, Hong
    Liu, Zhen
    Cao, Xian-Bin
    MODERN PHYSICS LETTERS B, 2010, 24 (25): : 2581 - 2589
  • [6] Cooperation in memory-based prisoner's dilemma game on interdependent networks
    Luo, Chao
    Zhang, Xiaolin
    Liu, Hong
    Shao, Rui
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2016, 450 : 560 - 569
  • [7] Evolutionary prisoner's dilemma game on weighted scale-free networks
    Du, Wen-Bo
    Zheng, Hao-Ran
    Hu, Mao-Bin
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2008, 387 (14) : 3796 - 3800
  • [8] Evolutionary Prisoner's Dilemma Game in Flocks
    Chen, Zhuo
    Gao, Jianxi
    Cai, Yunze
    Xu, Xiaoming
    COMPLEX SCIENCES, PT 2, 2009, 5 : 1591 - 1596
  • [9] Evolutionary prisoner's dilemma game in flocks
    Chen, Zhuo
    Gao, Jianxi
    Cai, Yunze
    Xu, Xiaoming
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2011, 390 (01) : 50 - 56
  • [10] EFFECT OF LEARNING IN THE PRISONER'S DILEMMA GAME
    Vesely, Stepan
    STUDIA PSYCHOLOGICA, 2012, 54 (02) : 143 - 156