TY - CHAP
T1 - The impact of coevolution and abstention on the emergence of cooperation
AU - Cardinot, Marcos
AU - O’Riordan, Colm
AU - Griffith, Josephine
N1 - Publisher Copyright:
© Springer Nature Switzerland AG 2019.
PY - 2019
Y1 - 2019
N2 - This paper explores the Coevolutionary Optional Prisoner’s Dilemma (COPD) game, which is a simple model to coevolve game strategy and link weights of agents playing the Optional Prisoner’s Dilemma game, which is also known as the Prisoner’s Dilemma with voluntary participation. A number of Monte Carlo simulations are performed to investigate the impacts of the COPD game on the emergence of cooperation. Results show that the coevolutionary rules enable cooperators to survive and even dominate, with the presence of abstainers in the population playing a key role in the protection of cooperators against exploitation from defectors. We observe that in adverse conditions such as when the initial population of abstainers is too scarce/abundant, or when the temptation to defect is very high, cooperation has no chance of emerging. However, when the simple coevolutionary rules are applied, cooperators flourish.
AB - This paper explores the Coevolutionary Optional Prisoner’s Dilemma (COPD) game, which is a simple model to coevolve game strategy and link weights of agents playing the Optional Prisoner’s Dilemma game, which is also known as the Prisoner’s Dilemma with voluntary participation. A number of Monte Carlo simulations are performed to investigate the impacts of the COPD game on the emergence of cooperation. Results show that the coevolutionary rules enable cooperators to survive and even dominate, with the presence of abstainers in the population playing a key role in the protection of cooperators against exploitation from defectors. We observe that in adverse conditions such as when the initial population of abstainers is too scarce/abundant, or when the temptation to defect is very high, cooperation has no chance of emerging. However, when the simple coevolutionary rules are applied, cooperators flourish.
KW - Evolutionary game theory
KW - Optional prisoner’s dilemma game
KW - Voluntary participation
UR - https://www.scopus.com/pages/publications/85054357042
U2 - 10.1007/978-3-319-99283-9_6
DO - 10.1007/978-3-319-99283-9_6
M3 - Chapter
AN - SCOPUS:85054357042
T3 - Studies in Computational Intelligence
SP - 105
EP - 122
BT - Studies in Computational Intelligence
PB - Springer-Verlag
ER -