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Measuring logic complexity can guide pattern discovery in empirical systems
2016
Complexity
A definition of complexity based on logic functions, which are widely used as compact descriptions of rules in diverse fields of contemporary science was explored. Detailed numerical analysis shows that (i) logic complexity is effective in discriminating between classes of functions commonly employed in modeling contexts; (ii) it extends the notion of canalization, used in the study of genetic regulation, to a more general and detailed measure; (iii) it is tightly linked to the resilience of a
doi:10.1002/cplx.21819
fatcat:hejkgjnncrbxxecln2ca22l5fy