TY - JOUR
T1 - Heterogeneous investment in spatial public goods game with mixed strategy
AU - Ding, Hong
AU - Zhang, Yao
AU - Ren, Yizhi
AU - Shi, Benyun
AU - Choo, Kim Kwang Raymond
N1 - Funding Information:
Authors like to appreciate the anonymous referees for their valuable comments and suggestions. This work is supported by the National Science Foundation of China (Grant Nos. 61100194, 61402141, 61100039, 61272173 and 61403059) and the Natural Science Foundation of Jiangsu Province (Grant No. BK20131277). The authors declare that they have no conflict of interest.
Funding Information:
Acknowledgements Authors like to appreciate the anonymous referees for their valuable comments and suggestions. This work is supported by the National Science Foundation of China (Grant Nos. 61100194, 61402141, 61100039, 61272173 and 61403059) and the Natural Science Foundation of Jiangsu Province (Grant No. BK20131277).
PY - 2018/2/1
Y1 - 2018/2/1
N2 - Understanding and maximizing the effects of heterogeneous investment, particularly in a socially diverse society, on the evolution of cooperation have been the focus of recent research. In the most existing studies, individuals are limited to make binary decisions (i.e., either cooperate or defect). This is unrealistic in many real-world situations. In this paper, we investigate the effect of a heterogeneous investment on the evolution of cooperation in mixed strategy public goods games, wherein individuals have different probability of cooperation. Specifically, players are able to distribute heterogeneous investments into different groups, and they tend to allocate their investment into the group which achieves a higher return on investment (e.g., payoffs). Simulation results show that the formation of cooperative clusters allows cooperative players to resist the exploitation of defective players; subsequently, the cooperation level of the whole population significantly increases. Moreover, the results also show that cooperative clusters become more robust when the investment redistribution decision relies on more recent information. Our study may offer new insights into how strategy diversity promotes the evolutionary of cooperation in realistic situations.
AB - Understanding and maximizing the effects of heterogeneous investment, particularly in a socially diverse society, on the evolution of cooperation have been the focus of recent research. In the most existing studies, individuals are limited to make binary decisions (i.e., either cooperate or defect). This is unrealistic in many real-world situations. In this paper, we investigate the effect of a heterogeneous investment on the evolution of cooperation in mixed strategy public goods games, wherein individuals have different probability of cooperation. Specifically, players are able to distribute heterogeneous investments into different groups, and they tend to allocate their investment into the group which achieves a higher return on investment (e.g., payoffs). Simulation results show that the formation of cooperative clusters allows cooperative players to resist the exploitation of defective players; subsequently, the cooperation level of the whole population significantly increases. Moreover, the results also show that cooperative clusters become more robust when the investment redistribution decision relies on more recent information. Our study may offer new insights into how strategy diversity promotes the evolutionary of cooperation in realistic situations.
KW - Heterogeneous investment
KW - Mixed strategy
KW - Spatial public goods game
UR - http://www.scopus.com/inward/record.url?scp=84992170560&partnerID=8YFLogxK
U2 - 10.1007/s00500-016-2415-4
DO - 10.1007/s00500-016-2415-4
M3 - Journal article
AN - SCOPUS:84992170560
SN - 1432-7643
VL - 22
SP - 1287
EP - 1294
JO - Soft Computing
JF - Soft Computing
IS - 4
ER -