Publication Details
Evolvable hardware
evolvable hardware, evolutionary algorithm, electronic circuit, design,
optimization
This chapter surveys the field of evolvable hardware. After a brief overview of
the reconfigurable devices used in evolvable hardware, elementary principles of
evolvable hardware, corresponding terminology, and open problems in the field are
introduced. Then, the chapter is divided into three main parts: extrinsic
evolution, intrinsic evolution, and adaptive hardware. Extrinsic evolution (i.e.,
evolution using simulators) covers evolutionary design of digital circuits,
analog circuits, antennas, optical systems, and microelectromechanical systems
(MEMS). Intrinsic evolution conducted in field programmable gate arrays (FPGAs),
field programmable transistor arrays (FPTAs), field programmable analog arrays
(FPAAs), and some unconventional devices is discussed together with a description
of the most successful applications. Examples of real-world adaptive hardware
systems are also presented. Finally, an overview of major achievements and
problems is given.
@inbook{BUT97019,
author="Lukáš {Sekanina}",
title="Evolvable hardware",
booktitle="Handbook of Natural Computing",
year="2012",
publisher="Springer Verlag",
address="Berlin",
pages="1657--1705",
doi="10.1007/978-3-540-92910-9",
isbn="978-3-540-92909-3"
}