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Measuring Mutual Information in Random Boolean Networks
Bartolo Luque, Antonio Ferrera
During the last few years an area of active research in the field of complex systems is that of their information storing and processing abilities. Common opinion has it that the m…
Statistical measures of complexity for strongly interacting systems
Ricard V. Sole, Bartolo Luque
In recent studies, new measures of complexity for nonlinear systems have been proposed based on probabilistic grounds, as the LMC measure (Phys. Lett. A {\bf 209} (1995) 321) or th…
Phase Transition in Random Networks with Multiple States
Ricard V. Sole, Bartolo Luque, Stuart Kauffman
The critical boundaries separating ordered from chaotic behavior in randomly wired S-state networks are calculated. These networks are a natural generalization of random Boolean ne…
Lyapunov Exponents in Random Boolean Networks
Bartolo Luque, Ricard V. Sole
A new order parameter approximation to Random Boolean Networks (RBN) is introduced, based on the concept of Boolean derivative. A statistical argument involving an annealed approxi…