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adamatzky reaction diffusion automata phenomenology computation 2013

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Textbook in PDF format Reaction-diffusion and excitable media are amongst most intriguing substrates. Despite apparent simplicity of the physical processes involved the media exhibit a wide range of amazing patterns: from target and spiral waves to travelling localisations and stationary breathing patterns. These media are at the heart of most natural processes, including morphogenesis of living beings, geological formations, nervous and muscular activity, and socio-economic developments. This book explores a minimalist paradigm of studying reaction-diffusion and excitable media using locally-connected networks of finite-state machines: cellular automata and automata on proximity graphs. Cellular automata are marvellous objects per se because they show us how to generate and manage complexity using very simple rules of dynamical transitions. When combined with the reaction-diffusion paradigm the cellular automata become an essential user-friendly tool for modelling natural systems and designing future and emergent computing architectures. The book brings together hot topics of non-linear sciences, complexity, and future and emergent computing. It shows how to discover propagating localisation and perform computation with them in very simple two-dimensional automaton models. Paradigms, models and implementations presented in the book strengthen the theoretical foundations in the area for future and emergent computing and lay key stones towards physical embodied information processing systems Reaction-Diffusion Binary-State Automata Retained Excitation Mutualistic Excitation Dynamical Excitation Intervals: Diversity and Localisations Excitable Delaunay Triangulations Excitable β -Skeletons Evolving Localizations in Reaction-Diffusion Automata Population Dynamics in Automata Automaton Mechanics of Mutualism Voronoi Automata Adders and Multipliers in Sub-excitable Automata Computing in Hexagonal Reaction-Diffusion Automaton Semi-memristive Automata: Retained Refractoriness Structural Dynamics: Memristive Excitable Automata

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Adamatzky A. Reaction-Diffusion Automata. Phenomenology,...Computation 2013.pdf 78.0 MB

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adamatzky reaction diffusion automata phenomenology computation 2013