Skip to main content
Log in

The evolution of cooperation in asymmetric systems

  • Research Paper
  • Published:
Science China Life Sciences Aims and scope Submit manuscript

Abstract

Explaining “Tragedy of the Commons” of evolution of cooperation remains one of the greatest problems for both biology and social science. Asymmetrical interaction, which is one of the most important characteristics of cooperative system, has not been sufficiently considered in the existing models of the evolution of cooperation. Considering the inequality in the number and payoff between the cooperative actors and recipients in cooperation systems, discriminative density-dependent interference competition will occur in limited dispersal systems. Our model and simulation show that the local but not the global stability of a cooperative interaction can be maintained if the utilization of common resource remains unsaturated, which can be achieved by density-dependent restraint or competition among the cooperative actors. More intense density dependent interference competition among the cooperative actors and the ready availability of the common resource, with a higher intrinsic contribution ratio of a cooperative actor to the recipient, will increase the probability of cooperation. The cooperation between the recipient and the cooperative actors can be transformed into conflict and, it oscillates chaotically with variations of the affecting factors under different environmental or ecological conditions. The higher initial relatedness (i.e. similar to kin or reciprocity relatedness), which is equivalent to intrinsic contribution ratio of a cooperative actor to the recipient, can be selected for by penalizing less cooperative or cheating actors but rewarding cooperative individuals in asymmetric systems. The initial relatedness is a pivot but not the aim of evolution of cooperation. This explains well the direct conflict observed in almost all cooperative systems.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Axelrod R. The Evolution of Cooperation. New York: Basic Books Press, 1984.

    Google Scholar 

  2. Frank S A. Foundations of social evolution. New Jersey: Princeton University Press, 1998.

    Google Scholar 

  3. Dopfer K. Evolutionary Economics: Program and scope. New York: Springer, 2004.

    Google Scholar 

  4. West S A, Griffin A S, Gardner A. Evolutionary explanations for cooperation. Curr Biol, 2007, 7: 661–672, 10.1016/j.cub.2007.06.004

    Article  Google Scholar 

  5. Hamilton W D. The genetical evolution of social behavior. J Theor Biol, 1964, 17: 1–52, 10.1016/0022-5193(64)90038-4

    Article  Google Scholar 

  6. Hamilton W D. Selfish and spiteful behaviour in an evolutionary model. Nature, 1970, 228: 1218–1219, 10.1038/2281218a0, 1:STN:280:DyaE3M%2FlvVSrtg%3D%3D, 4395095

    Article  CAS  PubMed  Google Scholar 

  7. Hamilton W D. Altruism and related phenomena: Mainly in social insects. Ann Rev Ecol Syst, 1972, 3: 193–232, 10.1146/annurev.es.03.110172.001205

    Article  Google Scholar 

  8. Trivers R. The evolution of reciprocal altruism. Q Rev Bio, 1971, l46: 35–57, 10.1086/406755

    Article  Google Scholar 

  9. Axelrod R, Hamilton W D. The evolution of cooperation. Science, 1981, 11: 1390–1396, 10.1126/science.7466396

    Article  Google Scholar 

  10. Maynard S J. Evolution and the Theory of Games. Cambridge: Cambridge university Press, 1982.

    Google Scholar 

  11. Wynne-Edwards V C. Intergroup selection in the evolution of social systems. Nature, 1964, 200: 623–626, 10.1038/200623a0

    Article  Google Scholar 

  12. Michod R E, Nedelcu A M, Moya A, et al. In Evolution: From molecules to ecosystems. Oxford: Oxford University Press, 2003.

    Google Scholar 

  13. Hardin G. The Tragedy of the Commons. Science, 1968, 162: 1243–1248, 10.1126/science.162.3859.1243, 1:STN:280:DyaF1M%2FjvVymsQ%3D%3D

    Article  CAS  PubMed  Google Scholar 

  14. Williams G C. Adaptation and Natural Selection. New Jersey: Princeton University Press, 1976.

    Google Scholar 

  15. West S A, Pen I, Griffin A S. Cooperation and competition between relatives. Science, 2002, 296: 72–75, 10.1126/science.1065507, 1:CAS:528:DC%2BD38XivVSqs7o%3D, 11935015

    Article  CAS  PubMed  Google Scholar 

  16. Frank S A. Perspective: Repression of competition and the evolution of cooperation. Evolution, 2003, 57: 693–705, 12778541

    PubMed  Google Scholar 

  17. Kiers E T, Rousseau R A, West S A, et al. Host sanctions and the legume-rhizobium mutualism. Nature, 2003, 425: 78–81, 10.1038/nature01931, 1:CAS:528:DC%2BD3sXmvFans78%3D, 12955144

    Article  CAS  PubMed  Google Scholar 

  18. Taylor P D. Altruism in viscous populations-an inclusive fitness model. Evol Ecol, 1992, 6: 352–356, 10.1007/BF02270971

    Article  Google Scholar 

  19. Wilson D S, Pollock G B, Dugatkin L A. Can altruism evolve in purely viscous populations. Evol Ecol, 1992, 6: 331–341, 10.1007/BF02270969

    Article  Google Scholar 

  20. Queller D C. Genetic relatedness in viscous populations. Evol Ecol, 1994, 8: 70–73, 10.1007/BF01237667

    Article  Google Scholar 

  21. West S A, Cunningham J P. A general model for host plant selection in phytophagous insects. J Theor Biol, 2002, 214: 499–513, 10.1006/jtbi.2001.2475, 11846605

    Article  PubMed  Google Scholar 

  22. Nowak A M, May M R. Evolutionary games and spatial chaos. Nature, 1992, 359: 826–829, 10.1038/359826a0

    Article  Google Scholar 

  23. Nowak A M, Bonhoeffer S, May R. Spatial games and the maintenance of cooperation. Proc Nat Acad Sci USA, 1994, 91: 4877–4881, 10.1073/pnas.91.11.4877, 1:STN:280:DyaK2c3lsFCgsw%3D%3D, 8197150

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Doebeli M, Knowlton N. The evolution of interspecific mutualisms. Proc Nat Acad Sci USA, 1998, 95: 8676–8680, 10.1073/pnas.95.15.8676, 1:CAS:528:DyaK1cXkvFals7k%3D, 9671737

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Galliard J F L, Ferriere R, Dieckmann U. The adaptive dynamics of altruism in spatially heterogeneous populations. Evolution, 2003, 57: 1–17, 12643563

    Article  PubMed  Google Scholar 

  26. Wang R W, Shi L, Ai S M, et al. Trade-off between the reciprocal mutualists: Local resource availability oriented interaction in fig/fig wasp mutualism. J Anim Ecol, 2008, 77: 616–623, 10.1111/j.1365-2656.2008.01359.x, 18266694

    Article  PubMed  Google Scholar 

  27. Hauert C, Doebeli M. Spatial structure often inhibits the evolution of cooperation in the snowdrift game. Nature, 2004, 428: 643–646, 10.1038/nature02360, 1:CAS:528:DC%2BD2cXivVKqsr8%3D, 15074318

    Article  CAS  PubMed  Google Scholar 

  28. Doebeli M, Hauert C. Limits of Hamilton’s rule. J Evol Biol, 2006, 119: 1386–1388, 10.1111/j.1420-9101.2006.01157.x

    Article  Google Scholar 

  29. Wiebes J T. Co-evolution of figs and their insect pollinators. Ann Rev Ecol Syst, 1979, 10: 1–12, 10.1146/annurev.es.10.110179.000245

    Article  Google Scholar 

  30. Reeve H K. Queen activation of lazy workers in colonies of the eusocial naked mole-rat. Nature, 1992, 358: 147–149, 10.1038/358147a0, 1:STN:280:DyaK38zhtVGrtQ%3D%3D, 1614546

    Article  CAS  PubMed  Google Scholar 

  31. Pellmyr O, Leebens-Mack J. Reversal of mutualism as a mechanism for adaptive radiation in Yuccas Moths. Am Nat, 2000, 156: S62–S76, 10.1086/303416

    Article  Google Scholar 

  32. Clutton-Brock T H. Breeding together: Kin selection and mutualism in cooperative vertebrates. Nature, 2002, 296: 69–72, 1:CAS:528:DC%2BD38XivVSqs70%3D

    CAS  Google Scholar 

  33. Ratnieks F L W, Wenseleers T. Policing insect societies. Science, 2005, 307: 54–56, 10.1126/science.1106934, 1:CAS:528:DC%2BD2MXitlWisQ%3D%3D, 15637260

    Article  CAS  PubMed  Google Scholar 

  34. Frank S A. Policing and group cohesion when resource vary. Anim Behav, 1996, 52: 1163–1169., 10.1006/anbe.1996.0263

    Article  Google Scholar 

  35. Clutton-Brock T H, Parker G A. Punishment in animal societies. Nature, 1995, 373: 209–216, 10.1038/373209a0, 1:CAS:528:DyaK2MXjt12msrc%3D, 7816134

    Article  CAS  PubMed  Google Scholar 

  36. Pellmyr O, Huth C J. Evolutionary stability of mutualism between Yuccas and Yucca moths. Nature, 1994, 372: 257–260, 10.1038/372257a0, 1:CAS:528:DyaK2MXit1OqsLo%3D

    Article  CAS  Google Scholar 

  37. Heinsohn R, Packer C. Complex cooperative strategies in group-territorial African lions. Science, 1995, 269: 1260–1262, 10.1126/science.7652573, 1:CAS:528:DyaK2MXnvVeqtLs%3D, 7652573

    Article  CAS  PubMed  Google Scholar 

  38. Denison R F. Legume sanctions and the evolution of symbiotic cooperation by rhizobia. Am Nat, 2000, 156: 567–576, 10.1086/316994

    Article  Google Scholar 

  39. Huth C J, Pellmyr O. Pollen mediated selective abortion in yuccas and its consequences for the plant-pollination mutualism. Ecology, 2000, 81: 1100–1107

    Google Scholar 

  40. Weirich P. Equabrilum and rationality (in Chinese). Beijing: Economic Science Press, 2000.

    Google Scholar 

  41. Price G R. Selection and covariance. Nature, 1970, 227: 520–521, 10.1038/227520a0, 1:STN:280:DyaE3c3jtlKhug%3D%3D, 5428476

    Article  CAS  PubMed  Google Scholar 

  42. Queller D C. A general model for kin selection. Evolution, 1992, 46: 376–380, 10.2307/2409858

    Article  PubMed  Google Scholar 

  43. Brembs B. Hamilton’s theory. In: Brenner S, Miller J. eds. Encyclopedia of Genetics. London: Academic press, 2001. 906–910

    Chapter  Google Scholar 

  44. Frank S A. Genetics of mutualism: the evolution of altruism between species. J Theor Biol, 1994, 170: 393–400, 10.1006/jtbi.1994.1200, 1:STN:280:DyaK2M%2FovFeltw%3D%3D, 7996864

    Article  CAS  PubMed  Google Scholar 

  45. Sachs J L. Cooperation within and among species. J Evol Biol, 2006, 9: 1415–1418, 10.1111/j.1420-9101.2006.01152.x

    Article  Google Scholar 

  46. West S A, Griffin A S, Gardner A. Social semantics: Altruism, cooperation, mutualism, strong reciprocity and group selection. J Evol Biol, 2007, 20: 415–432, 10.1111/j.1420-9101.2006.01258.x, 1:STN:280:DC%2BD2s7gvVKmug%3D%3D, 17305808

    Article  CAS  PubMed  Google Scholar 

  47. Fletcher J A, Zwick M. Unifying the theories of inclusive fitness and reciprocal altruism. Am Nat, 2006, 168: 252–262, 10.1086/506529, 16874634

    Article  PubMed  Google Scholar 

  48. Holland J N, DeAngelis D L, Bronstein J L. Population dynamics and mutualism: functional response of benefits and costs. Am Nat, 2002, 159: 231–244, 10.1086/338510, 18707376

    Article  PubMed  Google Scholar 

  49. Sun R Y. Fundamentals of animal ecology. Beijing: Beijing Normal University Press, 1992.

    Google Scholar 

  50. Sachs J L, Mueller U G, Wilcox T P, et al. The evolution of cooperation. Q Rev Biol, 2004, 79: 135–160, 10.1086/383541, 15232949

    Article  PubMed  Google Scholar 

  51. Lehmann L, Keller L. The evolution of cooperation and altruism-a general framework and a classification of models. J Evol Biol, 2006, 19: 1365–1376, 10.1111/j.1420-9101.2006.01119.x, 1:STN:280:DC%2BD28vosl2itg%3D%3D, 16910958

    Article  CAS  PubMed  Google Scholar 

  52. Boyd R, Lorberbaum J P. No pure strategy is evolutionarily stable in the repeated prisoner’s dilemma game. Nature, 1987, 327: 58–59, 10.1038/327058a0

    Article  Google Scholar 

  53. Boyd R. Reciprocity: You have to think different. J Evol Biol, 2006, 19: 1380–1382, 10.1111/j.1420-9101.2006.01159.x, 1:STN:280:DC%2BD28vosl2itA%3D%3D, 16910960

    Article  CAS  PubMed  Google Scholar 

  54. Segraves K A, Pellmyr O. Testing the out of Florida hypothesis on the origin of the cheating in the yuccas-yuccas moth mutualism. Evolution, 2004, 58: 2266–2279, 15562689

    PubMed  Google Scholar 

  55. Anstett M G, Bronstein J L, Hossasert-McKey M. Resource allocation: a conflict in the fig-fig wasp mutualism. J Evol Biol, 1996, 9: 417–428, 10.1046/j.1420-9101.1996.9040417.x

    Article  Google Scholar 

  56. Buss L W. Group living, competition, and the evolution of cooperation in a sessile invertebrate. Science, 1981, 213: 1012–1014, 10.1126/science.213.4511.1012, 17789034

    Article  CAS  PubMed  Google Scholar 

  57. Clutton-Brock T H, Hodge S J, Spong G, et al. Intrasexual competition and sexual selection in cooperative mammals. Nature, 2006, 444: 1065–1068, 10.1038/nature05386, 1:CAS:528:DC%2BD28XhtlemtLbJ, 17183322

    Article  CAS  PubMed  Google Scholar 

  58. Wang R W, Ridley J, Sun B F, et al. Interference competition and high temperatures reduce the virulence of fig wasps and stabilize a fig-wasp mutualism. PLoS ONE, 2009, 4: e7802, 10.1371/journal.pone.0007802, 19915668

    Article  PubMed  PubMed Central  Google Scholar 

  59. Wang R W, Yang J X, Yang D R. Seasonal changes in the trade-off among the fig-supported wasps and viable seeds in figs and their evolutionary implications. J Integr Plant Biol, 2005, 47: 144–155, 10.1111/j.1744-7909.2005.00034.x

    Article  Google Scholar 

  60. Dunn D W, Yu D W, Ridley J, et al. Longevity, early emergence and body size in a pollinating fig wasp-implications for stability in a fig-pollinator mutualism. J Anim Ecol, 2008

  61. Bronstein J L. Conditional outcomes in mutualistic interactions. Trends Ecol Evol, 1994, 9: 214–217, 10.1016/0169-5347(94)90246-1

    Article  CAS  PubMed  Google Scholar 

  62. Ratnieks F L W, Wenseleers T. Altruism in insect societies and beyond: voluntary or enforced? Trends Ecol Evol, 2007, 23: 45–52, 10.1016/j.tree.2007.09.013, 18082910

    Article  PubMed  Google Scholar 

  63. Brockhurst M A, Buckling A, Racey D, et al. Resource supply and the evolution of public-goods cooperation in bacteria. BMC Biol, 2008, 6: 20, 10.1186/1741-7007-6-20, 18479522

    Article  PubMed  PubMed Central  Google Scholar 

  64. Andras P, Lazarus J, Roberts G. Environmental adversity and uncertainty favour cooperation. BMC Evol Biol, 2007, 7: 240, 10.1186/1471-2148-7-240, 18053138

    Article  PubMed  PubMed Central  Google Scholar 

  65. Nowak A M, Sigmund K. Tit for tat in heterogeneous populations. Nature, 1992, 355: 150–253, 10.1038/355250a0

    Article  Google Scholar 

  66. May M R. Simple mathematical models with very complicated dynamics. Nature, 1976, 162: 459–469, 10.1038/261459a0

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to RuiWu Wang.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Wang, R., Shi, L. The evolution of cooperation in asymmetric systems. Sci. China Life Sci. 53, 139–149 (2010). https://doi.org/10.1007/s11427-010-0007-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11427-010-0007-6

Keywords

Navigation