Complex systems are ones with a large effective number of strongly-interdependent variables.

This excludes both low-dimensional systems, and high-dimensional ones where the variables are either independent, or so strongly coupled that only a few variables effectively determine all the rest.
Cosma Rohilla Shalizi

(Source: stat.cmu.edu)

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