Theory of Self-Reproducing Automata
Theory of Self-Reproducing Automata
Granularity and the validation of agent-based models
Proceedings of the 2008 Spring simulation multiconference
The Influence of Asynchronous Dynamics in the Spatial Prisoner's Dilemma Game
SAB '08 Proceedings of the 10th international conference on Simulation of Adaptive Behavior: From Animals to Animats
On Dynamical Genetic Programming: Random Boolean Networks in Learning Classifier Systems
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
Discrete dynamical genetic programming in XCS
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Semi-synchronous activation in scale-free boolean networks
ECAL'07 Proceedings of the 9th European conference on Advances in artificial life
ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
Validating a threshold-based boolean model of regulatory networks on a biological organism
EvoBIO'11 Proceedings of the 9th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Network regularity and the influence of asynchronism on the evolution of cooperation
EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence
Modular random boolean networks1
Artificial Life
Timescale and stability in adaptive behaviour
ECAL'05 Proceedings of the 8th European conference on Advances in Artificial Life
Modelling and analysing genetic networks: from boolean networks to petri nets
CMSB'06 Proceedings of the 2006 international conference on Computational Methods in Systems Biology
Logic programming for Boolean networks
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Cognitive paradigms: which one is the best?
Cognitive Systems Research
Evolving boolean networks with structural dynamism
Artificial Life
Algebraic Representation of Asynchronous Multiple-Valued Networks and Its Dynamics
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Consideration of mobile DNA: new forms of artificial genetic regulatory networks
Natural Computing: an international journal
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We provide the first classification of different types of Random Boolean Networks (RBNs). We study the differences of RBNs depending on the degree of synchronicity and determinism of their updating scheme. For doing so, we first define three new types of RBNs. We note some similarities and differences between different types of RBNs with the aid of a public software laboratory we developed. Particularly, we find that the point attractors are independent of the updating scheme, and that RBNs are more different depending on their determinism or non-determinism rather than depending on their synchronicity or asynchronicity. We also show a way of mapping non-synchronous deterministic RBNs into synchronous RBNs. Our results are important for justifying the use of specific types of RBNs for modelling natural phenomena.