Evolvable Hardware: From Practice to Application

ISBN-13: 9783662516973 / Angielski / Miękka / 2016 / 411 str.

Martin A. Trefzer; Andy M. Tyrrell

Opis

This book covers the basic theory, practical details and advanced research of the implementation of evolutionary methods on physical substrates. The authors present an overview of the successes achieved, and the book will act as a point of reference for both academic and industrial researchers.

Spis treści

Evolution, Development & Evolvable Hardware.- Devices and Architectures for Evolutionary Hardware.- Representations and Algorithms.- Measurement and Fitness Function.- Overcoming Variability Through Transistor Reconfiguration: Evolvable Hardware on the PAnDA Architecture.- Functional Equivalence Checking for Evolution of Complex Digital Circuits.- Fault Tolerant Applications.- Principles and Applications of Polymorphic Circuits.- A Developmental Image Compression Technique Using Gene Regulatory Networks.- Medical Applications of Evolvable Hardware.- Metamorphic Systems: A Schema for Adaptive Autonomous Systems.- Hierarchical Networks-on-Chip Architecture for Neuromorphic Hardware.- Evolvable Robot Hardware.- Developmental Evolvable Hardware.- App. A, Evolvable Hardware Practice.

O autorze

Dr. Martin A. Trefzer received his PhD from the University of Heidelberg where he worked on the evolution of transistor circuits. He is an Anniversary Research Lecturer at the Dept. of Electronics at the University of York working on using bio-inspired techniques to create scalable, fault-tolerant, adaptive and autonomous digital systems. His research interests include variability-aware analogue and digital hardware design, biologically motivated models of hardware design, and evolutionary computation.

Prof. Andy M. Tyrrell has a PhD in Electrical and Electronic Engineering, and has been with the Dept. of Electronics at the University of York since 1990 where he is the Head of the Intelligent Systems Research Group. His main research interests are in the design of biologically inspired architectures, artificial immune systems, evolvable hardware, FPGA system design, fault-tolerant design, and real-time systems.

Blurb

This book covers the basic theory, practical details and advanced research of the implementation of evolutionary methods on physical substrates. Most of the examples are from electronic engineering applications, including transistor-level design and system-level implementation. The authors present an overview of the successes achieved, and the book will act as a point of reference for both academic and industrial researchers.