Globally networked risks and how to respond (original) (raw)

References

  1. World Economic Forum. Global Risks 2012 and 2013 (WEF, 2012 and 2013); http://www.weforum.org/issues/global-risks.
  2. Rinaldi, S. M., Peerenboom, J. P. & Kelly, T. K. Critical infrastructure interdependencies. IEEE Control Syst. 21, 11–25 (2001)
    Article Google Scholar
  3. Rosato, V. et al. Modelling interdependent infrastructures using interacting dynamical models. Int. J. Critical Infrastruct. 4, 63–79 (2008)
    Article Google Scholar
  4. Buldyrev, S. V., Parshani, R., Paul, G., Stanley, H. E. & Havlin, S. Catastrophic cascade of failures in interdependent networks. Nature 464, 1025–1028 (2010)
    Article ADS CAS PubMed Google Scholar
  5. Gao, J., Buldyrev, S. V., Havlin, S. & Stanley, H. E. Robustness of networks of networks. Phys. Rev. Lett. 107, 195701 (2011)
    Article ADS CAS PubMed Google Scholar
  6. Vespignani, A. The fragility of interdependency. Nature 464, 984–985 (2010)
    Article ADS CAS PubMed Google Scholar
  7. Brockmann, D., Hufnagel, L. & Geisel, T. The scaling laws of human travel. Nature 439, 462–465 (2006)
    Article ADS CAS PubMed Google Scholar
  8. Vespignani, A. Predicting the behavior of techno-social systems. Science 325, 425–428 (2009)
    Article ADS MathSciNet CAS PubMed MATH Google Scholar
  9. Epstein, J. M. Modelling to contain pandemics. Nature 460, 687 (2009)
    Article ADS CAS PubMed PubMed Central Google Scholar
  10. Crutzen, P. & Stoermer, E. The anthropocene. Global Change Newsl. 41, 17–18 (2000)
    Google Scholar
  11. Helbing D., Carbone A., eds. Participatory science and computing for our complex world. Eur. Phys. J. Spec. Top. 214, (special issue). 1–666 (2012)
    Article Google Scholar
  12. Zeeman E. C., ed. Catastrophe Theory (Addison-Wesley, 1977)
  13. Stanley, H. E. Introduction to Phase Transitions and Critical Phenomena (Oxford Univ. Press, 1987)
    Google Scholar
  14. Watts, D. J. A simple model of global cascades on random networks. Proc. Natl Acad. Sci. USA 99, 5766–5771 (2002)
    Article ADS MathSciNet CAS PubMed MATH PubMed Central Google Scholar
  15. Motter, A. E. Cascade control and defense in complex networks. Phys. Rev. Lett. 93, 098701 (2004)
    Article ADS CAS PubMed Google Scholar
  16. Simonsen, I., Buzna, L., Peters, K., Bornholdt, S. & Helbing, D. Transient dynamics increasing network vulnerability to cascading failures. Phys. Rev. Lett. 100, 218701 (2008)
    Article ADS CAS PubMed Google Scholar
  17. Little, R. G. Controlling cascading failure: understanding the vulnerabilities of interconnected infrastructures. J. Urban Technol. 9, 109–123 (2002)This is an excellent analysis of the role of interconnectivity in catastrophic failures.
    Article Google Scholar
  18. Buzna, L., Peters, K., Ammoser, H., Kühnert, C. & Helbing, D. Efficient response to cascading disaster spreading. Phys. Rev. E 75, 056107 (2007)
    Article ADS CAS Google Scholar
  19. Lorenz, J., Battiston, S. & Schweitzer, F. Systemic risk in a unifying framework for cascading processes on networks. Eur. Phys. J. B 71, 441–460 (2009)This paper gives a good overview of different classes of cascade effects with a unifying theoretical framework.
    Article ADS MathSciNet CAS MATH Google Scholar
  20. Battiston, S., Delli Gatti, D., Gallegati, M., Greenwald, B. & Stiglitz, J. E. Default cascades: when does risk diversification increase stability? J. Financ. Stab. 8, 138–149 (2012)
    Article MATH Google Scholar
  21. Albeverio S., Jentsch V., Kantz H., eds. Extreme Events in Nature and Society (Springer, 2010)
  22. Bak, P., Tang, C. & Wiesenfeld, K. Self-organized criticality: an explanation of the 1/f noise. Phys. Rev. Lett. 59, 381–384 (1987)
    Article ADS CAS PubMed Google Scholar
  23. Albert, R., Jeong, H. & Barabasi, A. L. Error and attack tolerance of complex networks. Nature 406, 378–382 (2000)
    Article ADS CAS PubMed Google Scholar
  24. Kun, F., Carmona, H. A., Andrade, J. S. Jr & Herrmann, H. J. Universality behind Basquin’s law of fatigue. Phys. Rev. Lett. 100, 094301 (2008)
    Article ADS CAS PubMed Google Scholar
  25. Achlioptas, D., D’Souza, R. M. & Spencer, J. Explosive percolation in random networks. Science 323, 1453–1455 (2009)
    Article ADS MathSciNet CAS PubMed MATH Google Scholar
  26. Sornette, D. & Ouillon, G. Dragon-kings: mechanisms, statistical methods and empirical evidence. Eur. Phys. J. Spec. Top. 205, 1–26 (2012)
    Article Google Scholar
  27. Nicolis, G. Introduction to Nonlinear Science (Cambridge Univ. Press, 1995)
    Book Google Scholar
  28. Strogatz, S. H. Nonlinear Dynamics and Chaos (Perseus, 1994)
    Google Scholar
  29. Liu, Y. Y., Slotine, J. J. & Barabasi, A. L. Controllability of complex networks. Nature 473, 167–173 (2011)
    Article ADS CAS PubMed Google Scholar
  30. Dörner, D. The Logic of Failure (Metropolitan, 1996)This book is a good demonstration that we tend to make wrong decisions when trying to manage complex systems.
    Google Scholar
  31. Nowak, M. A. Evolutionary Dynamics (Belknap, 2006)
    Book MATH Google Scholar
  32. Helbing, D. Social Self-Organization (Springer, 2012)This book offers an integrative approach to agent-based modelling of emergent social phenomena, systemic risks in social and economic systems, and how to manage complexity.
    Book Google Scholar
  33. Johansson, A., Helbing, D., Al-Abideen, H. Z. & Al-Bosta, S. From crowd dynamics to crowd safety: a video-based analysis. Adv. Complex Syst. 11, 497–527 (2008)
    Article MATH Google Scholar
  34. Helbing, D. & Mukerji, P. Crowd disasters as systemic failures: analysis of the Love Parade disaster. Eur. Phys. J. Data Sci. 1, 7 (2012)
    Google Scholar
  35. Bettencourt, L. M. A. et al. Growth, innovation, scaling and the pace of life in cities. Proc. Natl Acad. Sci. USA 104, 7301–7306 (2007)
    Article ADS CAS PubMed PubMed Central Google Scholar
  36. Ball, P. Why Society is a Complex Matter (Springer, 2012)
    Book Google Scholar
  37. Aven T., Vinnem J. E., eds. Risk, Reliability and Societal Safety Vols 1–3 (Taylor and Francis, 2007)This compendium is a comprehensive source of information about risk, reliability, safety and resilience.
  38. Rodriguez H., Quarantelli E. L., Dynes R. R., eds. Handbook of Disaster Research (Springer, 2007)
  39. Cox, L. A. Jr Risk Analysis of Complex and Uncertain Systems (Springer, 2009)
    Book MATH Google Scholar
  40. Perrow, C. Normal Accidents. Living with High-Risk Technologies (Princeton Univ. Press, 1999)This eye-opening book shows how catastrophes result from couplings and complexity.
    Google Scholar
  41. Peters, G. A. & Peters, B. J. Human Error. Causes and Control (Taylor and Francis, 2006)This book is a good summary of why, how and when people make mistakes.
    Book Google Scholar
  42. Clarke, L. Worst Cases (Univ. Chicago, 2006)
    Google Scholar
  43. Axelrod, R. & Cohen, M. D. Harnessing Complexity (Basis Books, 2000)This book offers a good introduction into complex social systems and bottom-up management.
    Google Scholar
  44. Tumer, K. & Wolpert, D. H. Collectives and the Design of Complex Systems (Springer, 2004)
    Book MATH Google Scholar
  45. Lämmer, S. & Helbing, D. Self-control of traffic lights and vehicle flows in urban road networks. J. Stat. Mech. P04019 (2008)
  46. Perkins, C. E. & Royer, E. M. Ad-hoc on-demand distance vector routing. In Second IEEE Workshop on Mobile Computing Systems and Applications 90–100 (WMCSA Proceedings, 1999)
    Google Scholar
  47. Amin, M. M. & Wollenberg, B. F. Toward a smart grid: power delivery for the 21st century. IEEE Power Energy Mag. 3, 34–41 (2005)
    Article Google Scholar
  48. Schneider, C. M., Moreira, A. A., Andrade, J. S. Jr, Havlin, S. & Herrmann, H. J. Mitigation of malicious attacks on networks. Proc. Natl Acad. Sci. USA 108, 3838–3841 (2011)
    Article ADS PubMed PubMed Central Google Scholar
  49. Comfort L. K., Boin A., Demchak C. C., eds. Designing Resilience. Preparing for Extreme Events (Univ. Pittsburgh, 2010)
  50. Scheffer, M. et al. Early-warning signals for critical transitions. Nature 461, 53–59 (2009)
    Article ADS CAS PubMed Google Scholar
  51. Pikovsky, A., Rosenblum, M. & Kurths, J. Synchronization (Cambridge Univ. Press, 2003)
    Book MATH Google Scholar
  52. Haldane, A. G. & May, R. M. Systemic risk in banking ecosystems. Nature 469, 351–355 (2011)
    Article ADS CAS PubMed Google Scholar
  53. Battiston, S., Puliga, M., Kaushik, R., Tasca, P. & Caldarelli, G. DebtRank: too connected to fail? Financial networks, the FED and systemic risks. Sci. Rep. 2, 541 (2012)
    Article ADS CAS PubMed PubMed Central Google Scholar
  54. Stiglitz, J. E. Freefall: America, Free Markets, and the Sinking of the World Economy (Norton & Company, 2010)
    Google Scholar
  55. Sterman, J. Business Dynamics: Systems Thinking and Modeling for a Complex World (McGraw-Hill/Irwin, 2000)
    Google Scholar
  56. Helbing, D. & Lämmer, S. in Networks of Interacting Machines: Production Organization in Complex Industrial Systems and Biological Cells (eds Armbruster, D., Mikhailov, A. S. & Kaneko, K.) 33–66 (World Scientific, 2005)
  57. Young, H. P. Innovation diffusion in heterogeneous populations: contagion, social influence, and social learning. Am. Econ. Rev. 99, 1899–1924 (2009)
    Article Google Scholar
  58. Montanari, A. & Saberi, A. The spread of innovations in social networks. Proc. Natl Acad. Sci. USA 107, 20196–20201 (2010)
    Article ADS PubMed PubMed Central Google Scholar
  59. Grund, T., Waloszek, C. & Helbing, D. How natural selection can create both self- and other-regarding preferences, and networked minds. Sci. Rep. 72 1480 http://dx.doi.org/10.1038/srep01480 (2013)
    Article CAS Google Scholar
  60. Lazer, D. et al. Computational social science. Science 323, 721–723 (2009)
    Article CAS PubMed PubMed Central Google Scholar
  61. Epstein, J. M. & Axtell, R. L. Growing Artificial Societies: Social Science from the Bottom Up (Brookings Institution, 1996)This is a groundbreaking book on agent-based modelling.
    Book Google Scholar
  62. Gilbert, N. & Bankes, S. Platforms and methods for agent-based modeling. Proc. Natl Acad. Sci. USA 99 (S3). 7197–7198 (2002)
    Article ADS CAS PubMed PubMed Central Google Scholar
  63. Farmer, J. D. & Foley, D. The economy needs agent-based modeling. Nature 460, 685–686 (2009)
    Article ADS CAS PubMed Google Scholar
  64. Szell, M., Sinatra, R., Petri, G., Thurner, S. & Latora, V. Understanding mobility in a social petri dish. Sci. Rep. 2, 457 (2012)
    Article ADS PubMed PubMed Central Google Scholar
  65. de Freitas, S. Game for change. Nature 470, 330–331 (2011)
    Article ADS CAS Google Scholar
  66. McNeil, A. J., Frey, R. & Embrechts, P. Quantitative Risk Management (Princeton Univ. Press, 2005)
    MATH Google Scholar
  67. Preis, T., Kenett, D. Y., Stanley, H. E., Helbing, D. & Ben-Jacob, E. Quantifying the behaviour of stock correlations under market stress. Sci. Rep. 2, 752 (2012)
    Article ADS CAS PubMed PubMed Central Google Scholar
  68. Floriano, D. & Mattiussi, C. Bio-Inspired Artificial Intelligence (MIT Press, 2008)
    Google Scholar
  69. Pentland, A. Society’s nervous system: building effective government, energy, and public health systems. IEEE Computer 45, 31–38 (2012)
    Article Google Scholar
  70. Kesting, A., Treiber, M., Schönhof, M. & Helbing, D. Adaptive cruise control design for active congestion avoidance. Transp. Res. C 16, 668–683 (2008)
    Article Google Scholar
  71. Fowler, J. H. & Christakis, N. A. Dynamic spread of happiness in a large social network. Br. Med. J. 337, a2338 (2008)
    Article Google Scholar
  72. Helbing, D. & Johansson, A. Cooperation, norms, and revolutions: a unified game-theoretical approach. PLoS ONE 5, e12530 (2010)
    Article ADS CAS PubMed PubMed Central Google Scholar
  73. Seydel, R. U. Practical Bifurcation and Stability Analysis (Springer, 2009)
    MATH Google Scholar
  74. Bak, P., Christensen, K., Danon, L. & Scanlon, T. Unified scaling law for earthquakes. Phys. Rev. Lett. 88, 178501 (2002)
    Article ADS CAS PubMed Google Scholar
  75. Helbing, D. Traffic and related self-driven many-particle systems. Rev. Mod. Phys. 73, 1067–1141 (2001)
    Article ADS MathSciNet Google Scholar
  76. Lozano, S., Buzna, L. & Diaz-Guilera, A. Role of network topology in the synchronization of power systems. Eur. Phys. J. B 85, 231–238 (2012)
    Article ADS MATH Google Scholar
  77. Schuster, H. G. & Just, W. Deterministic Chaos (Wiley-VCH, 2005)
    Book MATH Google Scholar
  78. Wiener, N. Cybernetics (MIT Press, 1965)
    Google Scholar
  79. Beale, N. et al. Individual versus systemic risk and the regulator’s dilemma. Proc. Natl Acad. Sci. USA 108, 12647–12652 (2011)
    Article ADS PubMed PubMed Central Google Scholar
  80. Allen, P. M. Evolution, population dynamics, and stability. Proc. Natl Acad. Sci. USA 73, 665–668 (1976)
    Article ADS MathSciNet CAS PubMed MATH PubMed Central Google Scholar
  81. Tainter, J. The Collapse of Complex Societies (Cambridge Univ. Press, 1988)
    Google Scholar
  82. The World Economic Forum, Global Risks 2011 6th edn (WEF, 2011); http://reports.weforum.org/wp-content/blogs.dir/1/mp/uploads/pages/files/global-risks-2011.pdf.
  83. Huntington, S. P. The clash of civilisations? Foreign Aff. 72, 22–49 (1993)
    Article Google Scholar
  84. Cederman, L. E. Endogenizing geopolitical boundaries with agent-based modeling. Proc. Natl Acad. Sci. USA 99 (suppl. 3). 7296–7303 (2002)
    Article ADS CAS PubMed PubMed Central Google Scholar
  85. Johnson, N. et al. Pattern in escalations in insurgent and terrorist activity. Science 333, 81–84 (2011)
    Article ADS CAS PubMed Google Scholar
  86. Beck, U. Risk Society (Sage, 1992)
    Google Scholar
  87. Lin, N. Social Capital (Routeledge, 2010)
    Google Scholar
  88. Kröger, W. & Zio, E. Vulnerable Systems (Springer, 2011)
    Book Google Scholar

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