Combining evolutionary game theory and network theory to analyze human cooperation patterns

Chaos, Solitons and Fractals

Volumn 91, Issue , 2016, Pages 17-24

  Scatà, Marialisa ^a   Di Stefano, Alessandro ^a   La Corte, Aurelio ^a   Liò, Pietro ^b   Catania, Emanuele ^a   Guardo, Ermanno ^a   Pagano, Salvatore ^a  

^a UNIVERSITY OF CATANIA   (Italy)

^b UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

Centrality; Critical mass; Evolutionary game theory; Homophily; Human cooperation

Indexed keywords

MATHEMATICAL TECHNIQUES;

CENTRALITY; CRITICAL MASS; EVOLUTIONARY GAME THEORY; HOMOPHILY; HUMAN COOPERATION;

GAME THEORY;

EID: 84966389658     PISSN: 09600779     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chaos.2016.04.018     Document Type: Article

References (64)

1. J.M. Smith Evolution and the theory of games 1982 Cambridge University Press Cambridge (UK)
2. M.A. Nowak Evolutionary dynamics 2006 Harvard University Press Cambridge, Massachusetts
3. R. Axelrod The evolution of cooperation 39 1984 Basic Books New York Econornetrica 10.1126/science.7466396
4. N.L. Segal, and S.L. Hershberger Cooperation and competition between twins: findings from a prisoners dilemma game Evol Human Behav 20 1 1999 29 51 10.1016/S1090-5138(98)00039-7
5. A. Cardillo, G. Petri, V. Nicosia, R. Sinatra, J. Gómez-Gardeñes, and V. Latora Evolutionary dynamics of time-resolved social interactions Phys Rev E 90 5 2014 052825 10.1103/PhysRevE.90.052825
6. D.G. Rand, and M.A. Nowak Human cooperation Trends Cogn Sci 17 8 2013 413 425 10.1016/j.tics.2013.06.003
7. M. Doebeli, and C. Hauert Models of cooperation based on the prisoner's dilemma and the snowdrift game Ecol Lett 8 7 2005 748 766 10.1111/j.1461-0248.2005.00773.x
8. J.T. Matamalas, J. Poncela-Casasnovas, S. Gómez, and A. Arenas Strategical incoherence regulates cooperation in social dilemmas on multiplex networks Scient Rep 5 2015 10.1038/srep09519
9. C. Efferson, C.P. Roca, S. Vogt, and D. Helbing Sustained cooperation by running away from bad behavior Evol Human Behav 2015 10.1016/j.evolhumbehav.2015.05.003
10. B. Xu, J. Wang, and X. Zhang Conformity-based cooperation in online social networks: the effect of heterogeneous social influence Chaos Soliton Fract 81 2015 78 82 10.1016/j.chaos.2015.08.019
11. Huang K., Cheng Y., Zheng X., and Yang Y. Cooperative behavior evolution of small groups on interconnected networks Chaos Soliton Fract 80 2015 90 95 10.1016/j.chaos.2015.06.016
12. C.L. Apicella, F.W. Marlowe, J.H. Fowler, and N.A. Christakis Social networks and cooperation in hunter-gatherers Nature 481 7382 2012 497 501 10.1038/nature10736
13. S. Wasserman Social network analysis: methods and applications vol. 8 1994 Cambridge university press Cambridge (UK)
14. D.M. Centola Homophily, networks, and critical mass: Solving the start-up problem in large group collective action Ration Soc 25 1 2013 3 40 10.1177/1043463112473734
15. N.A. Christakis, and J.H. Fowler Social contagion theory: examining dynamic social networks and human behavior Stat Med 32 4 2013 556 577 10.1002/sim.5408
16. M. McPherson, L. Smith-Lovin, and J.M. Cook Birds of a feather: homophily in social networks Annu Rev Sociol 2001 415 444
17. D. Centola, J.C. Gonzalez-Avella, V.M. Eguiluz, and M. San Miguel Homophily, cultural drift, and the co-evolution of cultural groups J Conf Resol 51 6 2007 905 929 10.1177/0022002707307632
18. A. Anagnostopoulos, A. Bessi, G. Caldarelli, M. Del Vicario, F. Petroni, A. Scala, and et al. Viral misinformation: the role of homophily and polarization Proceedings of the 24th International Conference on World Wide Web Companion 2015 International World Wide Web Conferences Steering Committee 355 356
19. S. Aral, L. Muchnik, and A. Sundararajan Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks Proc Nati Acad Sci 106 51 2009 21544 21549 10.1073/pnas.0908800106
20. J. Launay, and R.I. Dunbar Does implied community size predict likeability of a similar stranger? Evol Human Behav 36 1 2015 32 37 10.1016/j.evolhumbehav.2014.08.005
21. C.C. Aggarwal Social network data analytics 1st 2011 Springer Publishing Company, Incorporated New York (USA) ISBN 1441984615, 9781441984616, doi: 10.1007/978-1-4419-8462-3.
22. M.D. König, and C.J. Tessone Network evolution based on centrality Phys Rev E 84 5 2011 056108 10.1103/PhysRevE.84.056108
23. R. Albert, and A.-L. Barabási Statistical mechanics of complex networks Rev Modern Phys 74 1 2002 47 10.1103/RevModPhys.74.47
24. M.E. Newman Assortative mixing in networks Phys Rev Lett 89 20 2002 208701 10.1103/PhysRevLett.89.208701
25. T.C. Schelling Dynamic models of segregation J Math Sociol 1 2 1971 143 186 10.1080/0022250X.1971.9989794
26. M. Granovetter Threshold models of collective behavior Am J Sociol 1978 1420 1443 10.1086/226707
27. P.V. Marsden Homogeneity in confiding relations Soc Netw 10 1 1988 57 76 10.1016/0378-8733(88)90010-X
28. J.M. McPherson, and L. Smith-Lovin Homophily in voluntary organizations: status distance and the composition of face-to-face groups Am Sociol Rev 1987 370 379
29. D. Watts, and G. Kossinets Origins of homophily in an evolving social network Am J Sociol 115 2 2009 405 450 10.1086/599247
30. J.H. Fowler, J.E. Settle, and N.A. Christakis Correlated genotypes in friendship networks Proc Nati Acad Sci 108 5 2011 1993 1997 10.1073/pnas.1011687108
31. J. Coleman Relational analysis: the study of social organizations with survey methods Human organization 17 4 1958 28 36 10.17730/humo.17.4.q5604m676260q8n7
32. C.S. Fischer To dwell among friends: personal networks in town and city 1982 University of Chicago Press Chicago (USA)
33. L.M. Bettencourt The kind of problem a city is Decoding the city, Die Stadt Entschlusseln: Wie Echtzeitdaten Den Urbanismus Verandern 2013 175 187
34. P. Bonacich, and P. Lloyd Eigenvector-like measures of centrality for asymmetric relations Soc Netw 23 3 2001 191 201 10.1016/S0378-8733(01)00038-7
35. P. Bonacich Power and centrality: a family of measures Am J Sociol. 1987 1170 1182
36. A.-L. Barabási, and R. Albert Emergence of scaling in random networks Science 286 5439 1999 509 512 10.1126/science.286.5439.509
37. M.A. Nowak Five rules for the evolution of cooperation Science 314 5805 2006 1560 1563 10.1126/science.1133755
38. F.C. Santos, and J.M. Pacheco Scale-free networks provide a unifying framework for the emergence of cooperation Phys Rev Lett 95 9 2005 098104 10.1103/PhysRevLett.95.098104
39. J. Hofbauer, and K. Sigmund Evolutionary game dynamics Bull Am Math Soc 40 4 2003 479 519 10.1090/S0273-0979-03-00988-1
40. C. Hauert, and M. Doebeli Spatial structure often inhibits the evolution of cooperation in the snowdrift game Nature 428 6983 2004 643 646 10.1038/nature02360
41. M. Perc, and P. Grigolini Collective behavior and evolutionary games-an introduction Chaos, Solitons & Fractals 56 2013 1 5 10.1016/j.chaos.2013.06.002
42. M.A. Nowak, and R.M. May Evolutionary games and spatial chaos Nature 359 6398 1992 826 829 10.1038/359826a0
43. F.C. Santos, J.M. Pacheco, and T. Lenaerts Cooperation prevails when individuals adjust their social ties PLoS Comput Biol 2 10 2006 e140
44. F.C. Santos, F.L. Pinheiro, T. Lenaerts, and J.M. Pacheco The role of diversity in the evolution of cooperation J Theor Biol 299 2012 88 96
45. F.C. Santos, J.M. Pacheco, and T. Lenaerts Evolutionary dynamics of social dilemmas in structured heterogeneous populations Proceedings of the national academy of sciences of the United States of America 103 9 2006 3490 3494
46. J. Poncela, J. Gómez-Gardenes, L.M. Floría, A. Sánchez, and Y. Moreno Complex cooperative networks from evolutionary preferential attachment PLoS One 3 6 2008 e2449
47. F.C. Santos, J. Rodrigues, and J.M. Pacheco Epidemic spreading and cooperation dynamics on homogeneous small-world networks Phys Rev E 72 5 2005 056128
48. F.C. Santos, and J.M. Pacheco A new route to the evolution of cooperation J Evol Biol 19 3 2006 726 733
49. J. Gómez-Gardeñes, M. Campillo, L. Floría, and Y. Moreno Dynamical organization of cooperation in complex topologies Phys Rev Lett 98 10 2007 108103
50. G. Szabó, and C. Toke Evolutionary prisoners dilemma game on a square lattice Phys Rev E 58 1 1998 69 10.1103/PhysRevE.58.69
51. G. Szabó, and G. Fath Evolutionary games on graphs Phys Rep 446 4 2007 97 216 10.1016/j.physrep.2007.04.004
52. J. Tanimoto Considering individual satisfaction levels enhances cooperation in a spatial prisoners dilemma game Chaos Soliton Fract 80 2015 24 30 10.1016/j.chaos.2015.02.025
53. J. Tanimoto Correlated asynchronous behavior updating with a mixed strategy system in spatial prisoners dilemma games enhances cooperation Chaos Soliton Fract 80 2015 39 46 10.1016/j.chaos.2015.03.021
54. Dai Y., and Lu P. When does inferring reputation probability countervail temptation in cooperative behaviors for the prisoners dilemma game? Chaos Soliton Fract 78 2015 238 244 10.1016/j.chaos.2015.07.030
55. M. Perc Evolution of cooperation on scale-free networks subject to error and attack New J Phys 11 3 2009 033027
56. M.O. Jackson, and D. Lopez-Pintado Diffusion and contagion in networks with heterogeneous agents and homophily Netw Sci 1 01 2013 49 67 10.1017/nws.2012.7
57. J. Van Dijck The culture of connectivity: a critical history of social media 2013 Oxford University Press Oxford (UK) 10.5210/fm.v19i4.4751
58. F. Sestini Collective awareness platforms: engines for sustainability and ethics Technol Soc Mag IEEE 31 4 2012 54 62 10.1109/MTS.2012.2225457
59. T. Hiltunen, G.B. Ayan, and L. Becks Environmental fluctuations restrict eco-evolutionary dynamics in predator-prey system Proceedings of the royal society of London B: biological sciences 282 1808 2015 20150013 10.1098/rspb.2015.0013
60. A. Di Stefano, M. Scatà, A. La Corte, P. Liò, E. Catania, E. Guardo, and et al. Quantifying the role of homophily in human cooperation using multiplex evolutionary game theory PLoS One 10 10 2015 e0140646 10.1371/journal.pone.0140646
61. J. Gómez-Gardenes, I. Reinares, A. Arenas, and L.M. Floría Evolution of cooperation in multiplex networks Sci Rep 2 2012 10.1038/srep00620
62. S. Boccaletti, G. Bianconi, R. Criado, C. Del Genio, J. Gómez-Gardeñes, M. Romance, and et al. The structure and dynamics of multilayer networks Phys Rep 544 1 2014 1 122 10.1016/j.physrep.2014.07.001
63. M. Kivelä, A. Arenas, M. Barthelemy, J.P. Gleeson, Y. Moreno, and M.A. Porter Multilayer networks J Complex Netw 2 3 2014 203 271 10.1093/comnet/cnu016
64. E. Estrada, and J. Gómez-Gardeñes Communicability reveals a transition to coordinated behavior in multiplex networks Phys Rev E 89 4 2014 042819 10.1103/PhysRevE.89.042819