Computational Matter

Susan Stepney, Steen Rasmussen, Martyn Amos (Herausgeber)

Buch | Softcover

IX, 337 Seiten

2019
Springer International Publishing (Verlag)
9783030097509 (ISBN)

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This book is concerned with computing in materio: that is, unconventional computing performed by directly harnessing the physical properties of materials. It offers an overview of the field, covering four main areas of interest: theory, practice, applications and implications. Each chapter synthesizes current understanding by deliberately bringing together researchers across a collection of related research projects.

The book is useful for graduate students, researchers in the field, and the general scientific reader who is interested in inherently interdisciplinary research at the intersections of computer science, biology, chemistry, physics, engineering and mathematics.

Encoding and Representation.- Formalisms.- Mathematical Aspects of Evolvability.- Autonomy, Programming and Programmability.- Non-Boolean Algebras.- Complexity Issues.- Amorphous Substrates.- Material Simulation/Systems-Scale Simulation/Multiscale Modelling.- Nanoscale Automata.- Electronic Chemical Interaction and Digital Computation.- Molecular and Device Self-assembly and Self-organization.- Interfacing and Architectures: Board and Chip Builders.- Evolution, Coevolution, Evolvable Hardware and Embedded in Materio Evolution.- Reservoir Computing.- Swarm Chemistry.- Molecular/DNA Computing.- Dynamical Stability and Intelligence.- Unconventional Computation and Life.- Unconventional Computing in Society.- Philosophy of Computation.

Erscheinungsdatum	19.02.2019
Reihe/Serie	Natural Computing Series
Zusatzinfo	IX, 337 p.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	534 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Artificial Life • Computing in Materio • DNA computing • Evolution • Evolutionary Computing • molecular computing • Natural Computing • Physical Computing • reservoir computing • Self-Assembly • Unconventional Computing
ISBN-13	9783030097509 / 9783030097509
Zustand	Neuware