The Architect of Complexity

Foundational Papers in Complexity Science pp. 675–712
DOI: 10.37911/9781947864535.21

The Architect of Complexity

Author: Simon A. Levin, Princeton University

 

Excerpt

Any paper that elucidates a core concept in any field, especially a developing one, belongs on a list of must-reads for any scholar in that field. Herbert Simon’s “The Architecture of Complexity” (1962) checks not one such box but four, interweaving notions of complexity, hierarchy, modularity, and near-decomposability in discussing the evolution and self-organization of complex systems.

Simon wrote his paper just as interest in general systems theory was beginning to accelerate. The Society for General Systems Research, today called the International Society for the Systems Sciences, formally began in 1955 as a truly cross-disciplinary forum, encompassing the physical, biological, and social sciences. Simon was clearly intrigued but cautious, writing, “We might well feel that, while the goal is laudable, systems of such diverse kinds could hardly be expected to have any nontrivial properties in common. Metaphor and analogy can be helpful, or they can be misleading. All depends on whether the similarities the metaphor captures are significant or superficial.” He then goes on to extract some truly significant similarities that go well beyond metaphor. The distinction Simon makes is equally relevant today, as scientists move from one discipline to another, at times satisfying themselves with superficiality, at times deriving true progress by demonstrating the insights possible from cross-disciplinary perspectives, and at times exploring the interconnected nature, for example, of biological and social systems.

Bibliography

Anderson, P. W. 1972. “More Is Different.” Science 177 (4047): 393–396. https://doi.org/10.1126/science.177.4047.393.

Carlson, J. M., and J. Doyle. 2002. “Complexity and Robustness.” Proceedings of the National Academy of Sciences 99 (supplement 1): 2538–2545. https://doi.org/10.1073/pnas.012582499.

Ehrlich, P. R., and A. H. Ehrlich. 1981. Extinction: The Causes and Consequences of the Disappearance of Species. New York, NY: Random House.

Fisher, R. A. 1930. The Genetic Theory of Natural Selection. Oxford, UK: Clarendon Press.

Gell-Mann, M. 1995. “Remarks on Simplicity and Complexity.” Complexity 1 (1): 16–19. https://doi.org/10.1002/cplx.6130010105.

Haldane, A. G., and R. M. May. 2011. “Systemic Risk in Banking Ecosystems.” Nature 469:351–355. https://doi.org/10.1038/nature09659.

Hannam, P. M., V. V. Vasconcelos, S. A. Levin, and J. M. Pacheco. 2015. “Incomplete Cooperation and Co-Benefits: Deepending Climate Cooperation with a Proliferation of Small Agreements.” Climactic Change 144: 65–79. https://doi.org/10.1007/s10584-015-1511-2.

Hartwell, L. H., J. J. Hopfield, S. Leibler, and A. W. Murray. 1999. “From Molecular to Modular Cell Biology.” Nature 402: C47–C52. https://doi.org/10.1038/35011540.

Holland, J. 1995. Hidden Order: How Adaptation Builds Complexity. Reading, MA: Addison-Wesley.

Iwasa, Y., V. Andreasen, and S. A. Levin. 1987. “Aggregation in Model Ecosystems: I. Perfect Aggregation.” Ecoogical Modelling 37 (3–4): 287–302. https://doi.org/10.1016/0304-3800(87)90030-5.

Iwasa, Y., S. A. Levin, and V. Andreasen. 1989. “Aggregation in Model Ecosystems: II. Approximate Aggregation.” Mathematical Medicine and Biology: A Journal of the IMA 6 (1): 1–23. https://doi.org/10.1093/imammb/6.1.1-a.

Keohane, R., and E. Ostrom. 1994. “Local Commons and Global Interdependence: Heterogeneity and Cooperation in 2 Domains.” Journal of Theoretical Politics 6 (4): 403–428. https://doi.org/10.1177/0951692894006004001.

Levin, S. A. 1999. Fragile Dominion: Complexity and the Commons. Reading, MA: Perseus Books.

Levin, S. A., and J. Lubchenco. 2008. “Resilience, Robustness, and Marine Ecosystem–Based Management.” Bioscience 58 (1): 27–32. https://doi.org/10.1641/B580107.

Li, G., and H. Rabitz. 1991. “A General Analysis of Lumping.” In Kinetic and Thermodynamic Lumping of Multicomponent Mixtures, edited by G. Astarita and S. Sandler, 49–62. Amsterdam, Netherlands: Elsevier Science Publishers.

May, R. M., S. A. Levin, and G. Sugihara. 2008. “Ecology for Bankers.” Nature 451: 893–895. https://doi.org/10.1038/451893a.

Mollison, D., and S. A. Levin. 1995. “Spatial Dynamics of Parasitism.” In Ecology of Infectious Diseases in Natural Populations, edited by B. T. Grenfell and A. P. Dobson, 384–398. Cambridge, UK: Cambridge University Press.

Ostrom, E. 2009. A Polycentric Approach for Coping with Climate Change. Working Paper, World Bank Policy Research Working Paper 5095. World Bank.

Paine, R. T. 1980. “Food Webs: Linkage, Interaction Strength, and Community Infrastructure.” Journal of Animal Ecology 49 (3): 667–685. https://doi.org/10.2307/4220.

Simon, H. A. 1962. “The Architecture of Complexity.” Proceedings of the American Philosophical Society 106: 467–482. https://www.jstor.org/stable/985254.

Simon, H. A., and A. Ando. 1961. “Aggregation of Variables in Dynamic Systems.” Econometrica 29: 111–138. https://doi.org/0012-9682(196104)29:2<111:AOVIDS>2.0.CO;2-Z.

BACK TO Foundational Papers in Complexity Science