On dynamical genetic programming: Random boolean networks in learning classifier systems
(2009)
Journal Article
Outputs (261)
Elementary cellular automata with minimal memory and random number generation (2009)
Journal Article
On minimally coupled boolean networks (2009)
Journal Article
Traditional Boolean networks consist of nodes within a single network, each updating synchronously, although asynchronous versions have also been presented. In this paper the dynamics of two, mutually coupled traditional networks are investigated. In... Read More about On minimally coupled boolean networks.
A very effective density classifier two-dimensional cellular automaton with memory (2009)
Journal Article
Configuring ZCS for continuous-valued single-step Boolean problems (2009)
Journal Article
In this paper we investigate the performance and operation of a Learning Classifier System on problems with real-valued states and a Boolean action space. Specifically, we study aspects of the algorithm and parameter set of the simple strength-based... Read More about Configuring ZCS for continuous-valued single-step Boolean problems.
Solving the density classification task using cellular automaton 184 with memory (2009)
Journal Article
Simple collision-based chemical logic gates with adaptive computing (2009)
Journal Article
Are complex systems hard to evolve? (2009)
Journal Article
Evolutionary complexity is measured here by the number of trials/evaluations needed for evolving a logical gate in a nonlinear medium. Behavioral complexity of the gates evolved is characterized in terms of cellular automata behavior. We speculate th... Read More about Are complex systems hard to evolve?.
Phase clustering in globally coupled photochemical oscillators (2008)
Journal Article
We experimentally investigate the formation of clusters in a population of globally coupled photochemical oscillators. The system consists of catalytic micro-particles in Belousov-Zhabotinsky solution and the coupling exploits the excitatory properti... Read More about Phase clustering in globally coupled photochemical oscillators.
Dynamic control and information processing in the Belousov-Zhabotinsky reaction using a coevolutionary algorithm (2008)
Journal Article
We propose that the behavior of nonlinear media can be controlled dynamically through coevolutionary systems. In this study, a light-sensitive subexcitable Belousov-Zhabotinsky reaction is controlled using a heterogeneous cellular automaton. A checke... Read More about Dynamic control and information processing in the Belousov-Zhabotinsky reaction using a coevolutionary algorithm.