TY - CHAP T1 - Complexity and Structural Properties in Scale-free Networks T2 - Proceedings of the Artificial Life Conference 2016 Y1 - 2016 A1 - Yesid Madrid A1 - Carlos Gershenson A1 - Nelson Fernández AB - We apply formal information measures of emergence, self-organization and complexity to scale-free random networks, to explore their association with structural indicators of network topology. Results show that the cumulative number of nodes and edges coincides with an increment of the self-organization and relative complexity, and a loss of the emergence and complexity. Our approach shows a complementary way of studying networks in terms of information. JF - Proceedings of the Artificial Life Conference 2016 ER -