Introduction to complex systems

Challenges

Significant challenges must met to achieve the understanding of the environmental complexes systems. The study of complex systems should proceed in some steps in which the use of data and models is crucial [San Miguel. M et al, 2012][1]:

  • Exploration, observation and basic data acquisition

  • Identification of correlations, patterns, and mechanisms

  • Modeling

  • Model validation, implementation and prediction

  • Construction of a theory

  1. [San Miguel. M et al, 2012]

    San Miguel, M., Johnson, J. H., Kertesz, J., Kaski, K., Díaz-Guilera, A., MacKay, R. S., ... & Helbing, D. (2012). Challenges in complex systems science. The European Physical Journal Special Topics, 214(1), 245-271.

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