Stochastic evolutionary voluntary public goods game with punishment in a Quasi-birth-and-death process
Open accessAbstract
Traditional replication dynamic model and the corresponding concept of evolutionary stable strategy (ESS) only takes into account whether the system can return to the equilibrium after being subjected to a small disturbance. In the real world, due to continuous noise, the ESS of the system may not be stochastically stable. In this paper, a model of voluntary public goods game with punishment is studied in a stochastic situation. Unlike the existing model, we describe the evolutionary process of strategies in the population as a generalized quasi-birth-and-death process. And we investigate the stochastic stable equilibrium (SSE) instead. By numerical experiments, we get all possible SSEs of the system for any combination of parameters, and investigate the influence of parameters on the probabilities of the system to select different equilibriums. It is found that in the stochastic situation, the introduction of the punishment and non-participation strategies can change the evolutionary dynamics of the system and equilibrium of the game. There is a large range of parameters that the system selects the cooperative states as its SSE with a high probability. This result provides us an insight and control method for the evolution of cooperation in the public goods game in stochastic situations.
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Cites
Five Rules for the Evolution of Cooperation
Nowak, M. A. (2006) · Science · doi:10.1126/science.1133755 · Cited by 5,894 · see citing works
Cooperation and Punishment in Public Goods Experiments
Fehr, E., & Gächter, S. (2000) · American Economic Review · doi:10.1257/aer.90.4.980 · Cited by 4,416 · see citing works
Fehr, E., & Fischbacher, U. (2003) · Nature · doi:10.1038/nature02043 · Cited by 3,475 · cited 1× · see citing works
“( ) ( ) l N M N c B l c j M N k 1 1 1 ( ) 1 ( 1) ( 0); (3) P i j k l ( , , , ) π σ αγ = − − − + − Φ − − − ≠”
Evolution of indirect reciprocity
Nowak, M. A., & Sigmund, K. (2005) · Nature · doi:10.1038/nature04131 · Cited by 2,762 · see citing works
Young, H. P. (1993) · Econometrica · doi:10.2307/2951778 · Cited by 2,399 · see citing works
A simple rule for the evolution of cooperation on graphs and social networks
Ohtsuki, H., Hauert, C., Lieberman, E., & Nowak, M. A. (2006) · Nature · doi:10.1038/nature04605 · Cited by 2,208 · see citing works
Costly Punishment Across Human Societies
Henrich, J., McElreath, R., Barr, A., Ensminger, J., Barrett, C., Bolyanatz, A., Cardenas, J. C., Gurven, M., Gwako, E., Henrich, N., et al. (2006) · Science · doi:10.1126/science.1127333 · Cited by 1,771 · see citing works
Introduction to the Numerical Solution of Markov Chains
Stewart, W. J. (1995) · Princeton University Press eBooks · doi:10.1515/9780691223384 · Cited by 1,757 · see citing works
Statistical physics of human cooperation
Perc, M., Jordan, J., Rand, D. G., Wang, Z., Boccaletti, S., & Szolnoki, A. (2017) · Physics Reports · doi:10.1016/j.physrep.2017.05.004 · Cited by 1,572 · see citing works
Social diversity promotes the emergence of cooperation in public goods games
Santos, F. C., Santos, M. D., & Pacheco, J. M. (2008) · Nature · doi:10.1038/nature06940 · Cited by 1,447 · see citing works
Volunteering as Red Queen Mechanism for Cooperation in Public Goods Games
Hauert, C., Monte, S. D., Hofbauer, J., & Sigmund, K. (2002) · Science · doi:10.1126/science.1070582 · Cited by 1,116 · see citing works
Stochastic evolutionary game dynamics∗
Foster, D. P., & Young, P. (1990) · Theoretical Population Biology · doi:10.1016/0040-5809(90)90011-j · Cited by 994 · see citing works
Evolution of cooperation by multilevel selection
Traulsen, A., & Nowak, M. A. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0602530103 · Cited by 954 · see citing works
Positive Interactions Promote Public Cooperation
Rand, D. G., Dreber, A., Ellingsen, T., Fudenberg, D., & Nowak, M. A. (2009) · Science · doi:10.1126/science.1177418 · Cited by 715 · see citing works
Via Freedom to Coercion: The Emergence of Costly Punishment
Hauert, C., Traulsen, A., Brandt, H., Nowak, M. A., & Sigmund, K. (2007) · Science · doi:10.1126/science.1141588 · Cited by 709 · see citing works
Sigmund, K., Hauert, C., & Nowak, M. A. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.161155698 · Cited by 644 · see citing works
How Did Cooperative Behavior Evolve?
Pennisi, E. (2005) · Science · doi:10.1126/science.309.5731.93 · Cited by 500 · see citing works
The efficient interaction of indirect reciprocity and costly punishment
Rockenbach, B., & Milinski, M. (2006) · Nature · doi:10.1038/nature05229 · Cited by 489 · see citing works
Kennedy, D., & Norman, C. A. (2005) · Science · doi:10.1126/science.309.5731.75 · Cited by 468 · see citing works
Punish, but not too hard: how costly punishment spreads in the spatial public goods game
Helbing, D., Szolnoki, A., Perc, M., & Szabó, G. (2010) · New Journal of Physics · doi:10.1088/1367-2630/12/8/083005 · Cited by 436 · see citing works
Phase diagrams for the spatial public goods game with pool punishment
Szolnoki, A., Szabó, G., & Perc, M. (2011) · Physical Review E · doi:10.1103/physreve.83.036101 · Cited by 414 · see citing works
Evolutionary Establishment of Moral and Double Moral Standards through Spatial Interactions
Helbing, D., Szolnoki, A., Perc, M., & Szabó, G. (2010) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000758 · Cited by 377 · see citing works
The evolution of antisocial punishment in optional public goods games
Rand, D. G., & Nowak, M. A. (2011) · Nature Communications · doi:10.1038/ncomms1442 · Cited by 350 · see citing works
Evolution of cooperation in a finite homogeneous graph
Taylor, P. D., Day, T., & Wild, G. (2007) · Nature · doi:10.1038/nature05784 · Cited by 302 · see citing works
Competition and cooperation among different punishing strategies in the spatial public goods game
Chen, X., Szolnoki, A., & Perc, M. (2015) · Physical Review E · doi:10.1103/physreve.92.012819 · Cited by 283 · see citing works
Probabilistic sharing solves the problem of costly punishment
Chen, X., Szolnoki, A., & Perc, M. (2014) · New Journal of Physics · doi:10.1088/1367-2630/16/8/083016 · Cited by 283 · see citing works
Self-organization of punishment in structured populations
Perc, M., & Szolnoki, A. (2012) · New Journal of Physics · doi:10.1088/1367-2630/14/4/043013 · Cited by 257 · see citing works
Punishing and abstaining for public goods
Brandt, H., Hauert, C., & Sigmund, K. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0507229103 · Cited by 206 · see citing works
The puzzle of human cooperation
JOHNSON, D. D. P., Stopka, P., & Knights, S. (2003) · Nature · doi:10.1038/421911b · Cited by 205 · see citing works
Competition of individual and institutional punishments in spatial public goods games
Szolnoki, A., Szabó, G., & Czakó, L. (2011) · Physical Review E · doi:10.1103/physreve.84.046106 · Cited by 195 · see citing works
Effectiveness of conditional punishment for the evolution of public cooperation
Szolnoki, A., & Perc, M. (2013) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2013.02.008 · Cited by 173 · see citing works
Morphs, Dispersal Behavior, Genetic Similarity, and the Evolution of Cooperation
Sinervo, B., & Clobert, J. (2003) · Science · doi:10.1126/science.1083109 · Cited by 165 · see citing works
Direct reciprocity with costly punishment: Generous tit-for-tat prevails
Rand, D. G., Ohtsuki, H., & Nowak, M. A. (2008) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2008.09.015 · Cited by 148 · see citing works
Defector-accelerated cooperativeness and punishment in public goods games with mutations
Helbing, D., Szolnoki, A., Perc, M., & Szabó, G. (2010) · Physical Review E · doi:10.1103/physreve.81.057104 · Cited by 148 · see citing works
The good, the bad and the discriminator—Errors in direct and indirect reciprocity
Brandt, H., & Sigmund, K. (2005) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2005.08.045 · Cited by 134 · see citing works
Competitions between prosocial exclusions and punishments in finite populations
Liu, L., Chen, X., & Szolnoki, A. (2017) · Scientific Reports · doi:10.1038/srep46634 · Cited by 115 · see citing works
Stochastic game dynamics under demographic fluctuations
Huang, W., Hauert, C., & Traulsen, A. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1418745112 · Cited by 114 · see citing works
Colman, A. M. (2006) · Nature · doi:10.1038/440744b · Cited by 101 · see citing works
Perc, M., & Szolnoki, A. (2015) · Scientific Reports · doi:10.1038/srep11027 · Cited by 94 · see citing works
Punishing free riders : direct and indirect promotion of cooperation
Shinada, M., & Yamagishi, T. (2007) · Evolution and Human Behavior · doi:10.1016/j.evolhumbehav.2007.04.001 · Cited by 93 · see citing works
Chen, X., Sasaki, T., & Perc, M. (2015) · Scientific Reports · doi:10.1038/srep17050 · Cited by 89 · see citing works
Chen, X., Sasaki, T., & Perc, M. (2017) · University of Maribor digital library (University of Maribor) · Cited by 84 · see citing works
A Generalization of Hamilton’s Rule for the Evolution of Microbial Cooperation
Smith, J. S., Dyken, J. D. V., & Zee, P. C. (2010) · Science · doi:10.1126/science.1189675 · Cited by 82 · see citing works
Sasaki, T., Uchida, S., & Chen, X. (2015) · Scientific Reports · doi:10.1038/srep08917 · Cited by 74 · see citing works
Multilevel selection: the evolution of cooperation in non‐kin groups
Goodnight, C. J. (2005) · Population Ecology · doi:10.1007/s10144-005-0207-2 · Cited by 69 · see citing works
Optimal distribution of incentives for public cooperation in heterogeneous interaction environments
Chen, X., & Perc, M. (2014) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2014.00248 · Cited by 54 · see citing works
Bounded rationality in volunteering public goods games
Xu, Z., Wang, Z., & Zhang, L. (2010) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2010.01.025 · Cited by 50 · see citing works
Reactive strategies in indirect reciprocity
Ohtsuki, H. (2004) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2003.11.008 · Cited by 49 · see citing works
Perc, M., & Szolnoki, A. (2015) · Repository of the Academy's Library (Library of the Hungarian Academy of Sciences) · Cited by 49 · see citing works
Punishment in optional public goods games
Wang, Z., Xu, Z., & Zhang, L. (2010) · Chinese Physics B · doi:10.1088/1674-1056/19/11/110201 · Cited by 44 · see citing works
Self-adjusting rule in spatial voluntary public goods games
Xu, Z., Wang, Z., Song, H., et al. (2010) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/90/20001 · Cited by 43 · see citing works
Tolerance-based punishment in continuous public goods game
Gao, J., Li, Z., Cong, R., & Wang, L. (2012) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2012.03.027 · Cited by 39 · see citing works
Hauert, C., Haiden, N., & Sigmund, K. (2004) · Discrete and Continuous Dynamical Systems - B · doi:10.3934/dcdsb.2004.4.575 · Cited by 39 · see citing works
Another Approach to Mutation and Learning in Games
Amir, M., & Berninghaus, S. K. (1996) · Games and Economic Behavior · doi:10.1006/game.1996.0041 · Cited by 37 · see citing works
Analysis and shifting of stochastically stable equilibria for evolutionary snowdrift games
Liang, H., Cao, M., & Wang, X. (2015) · Systems & Control Letters · doi:10.1016/j.sysconle.2015.08.004 · Cited by 36 · see citing works
Self-citationNakamaru, M., & Yokoyama, A. (2014) · PLoS ONE · doi:10.1371/journal.pone.0108423 · Cited by 35 · see citing works
Overpunishing is not necessary to fix cooperation in voluntary public goods games
Dercole, F., Carli, M. D., Rossa, F. D., & Papadopoulos, A. V. (2012) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2012.11.034 · Cited by 32 · see citing works
Cuesta, J. A., Jiménez, R., Lugo, H., & Sánchez, Á. (2007) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2007.11.022 · Cited by 26 · see citing works
Coupled dynamics of mobility and pattern formation in optional public goods games
Zhong, L.-X., Xu, W.-J., Shi, Y., & Qiu, T. (2013) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2012.11.012 · Cited by 17 · see citing works
Global oscillations in the Optional Public Goods Game under spatial diffusion
Valverde, P. A., da Silva, R., & Stock, E. V. (2017) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2017.01.056 · Cited by 16 · see citing works
Optional contributions have positive effects for volunteering public goods games
Song, Q.-Q., Li, Z., Fu, C.-H., & Wang, L.-S. (2011) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2011.07.025 · Cited by 11 · see citing works
Quan, J., & Wang, X. (2013) · Communications in Theoretical Physics · doi:10.1088/0253-6102/60/1/06 · Cited by 10 · see citing works
Self-citationPunishment Mechanism with Self-Adjusting Rules in Spatial Voluntary Public Goods Games
Wu, Z.-W., Xu, Z., & Zhang, L. (2014) · Communications in Theoretical Physics · doi:10.1088/0253-6102/62/5/03 · Cited by 2 · see citing works
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Liu, L., & Chen, X. (2022) · Information Sciences · doi:10.1016/j.ins.2022.07.073 · Cited by 45 · see citing works
- Authors
- Quan, J., Liu, W., Chu, Y., & Wang, X.
- Affiliations
- Wuhan University of Technology (CN)
- Wuhan University (CN)
- Corresponding author
- Quan, Ji
- Venue
- Scientific Reports
- Published
- 2017-11-23
- Volume
- 7
- Issue
- 1
- Pages
- 16110-16110
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC5700967
- OpenAlex
- W2769366072
- Cited by
- 45
- References
- 63
- Citations by year
- 2026: 4 · 2025: 3 · 2024: 4 · 2023: 9 · 2022: 4 · 2021: 6 · 2020: 3 · 2019: 8 · 2018: 4
- FWCI
- 10.51
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Scientific Reports (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- National Natural Science Foundation of China (71501149, 71231007)
- Fundamental Research Funds for the Central Universities (71231007, 71501149, WUT: 2017VI070)
- Topics
- Social Sciences › Sociology and Political Science › Evolutionary Game Theory and Cooperation
- Social Sciences › Safety Research › Experimental Behavioral Economics Studies
- Social Sciences › Decision Sciences › Management Science and Operations Research › Game Theory and Applications
- Keywords
- punishment, stochastic stability, stochastic evolutionary game, quasi-birth-and-death processes, evolution of cooperation, evolutionarily stable strategy, cooperative equilibrium
- MeSH terms
- Cooperative Behavior, Biological Evolution, Humans, Interpersonal Relations, Models, Theoretical, Punishment
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