145 citations · 237 across the 10 of their papers we have counts for
3 papers · 1 filter
Measuring the Complexity of Continuous Distributions
Guillermo Santamaría-Bonfil, Nelson Fernández, Carlos Gershenson
We extend previously proposed measures of complexity, emergence, and self-organization to continuous distributions using differential entropy. This allows us to calculate the compl…
Measuring the Complexity of Self-organizing Traffic Lights
Dario Zubillaga, Geovany Cruz, Luis Daniel Aguilar +5
We apply measures of complexity, emergence and self-organization to an abstract city traffic model for comparing a traditional traffic coordination method with a self-organizing me…
Information Measures of Complexity, Emergence, Self-organization, Homeostasis, and Autopoiesis
Nelson Fernandez, Carlos Maldonado, Carlos Gershenson
This chapter reviews measures of emergence, self-organization, complexity, homeostasis, and autopoiesis based on information theory. These measures are derived from proposed axioms…