Description
The book "Computing in Nonlinear Media & Automata Collectives" discusses new methods for designing massively parallel computing devices using advanced mathematical models and unconventional materials. The focus is on computing in excitable and reaction-diffusion media, with examples including cellular automata, swarm optimization, and quantum and evolutionary computation. The book outlines a three-step process for designing these devices, involving building models, seeking natural analogies, and creating prototypes. It also explores the use of spreading waves and spatially interacting reagents in computation. The book is filled with examples from various fields, including insect societies, solitons, and breathers. It is intended for computer scientists, engineers, mathematicians, physicists, chemists, and biologists, providing blueprints for novel computing devices and inspiring new theories and applications.
The book gives an account of new ways to design massively parallel computing devices in advanced mathematical models (such as cellular automata and lattice swarms), and from unconventional materials, for example chemical solutions, bio-polymers and excitable media. The subject of this book is computing in excitable and reaction-diffusion media. This is one approach to novel computing methods. Other approaches include quantum and evolutionary computation, and swarm optimization. The book explains how to design computing devices in nonlinear media. This is achieved in three steps. First, cellular automaton models of reaction-diffusion and excitable computing are built. Second, natural analogies of simulated phenomena are sought. Third, working prototypes of laboratory processors are fabricated. Throughout the book it is assumed a computation is implemented using spreading waves and spatially interacting reagents. The book is full of examples of computation in cellular automata, swarms of mobile machines, thin-layer chemical liquids, insect societies, solitons, breathers and other wonders of Nature. In this book computer scientists and engineers will find blueprints inspired by Nature for the design of novel computing devices. Mathematicians will find exciting reasons to theorise. Physicists and chemists will be surprised and pleased to find that the systems they study can be used in completely new contexts. Biologists will discover that results of their field experiments also give solutions for celebrated mathematical problems.
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