Evolvable Components

by Sekanina, Lukas

• ISBN13: 9783540403777
• ISBN10: 3540403779
• Format: Hardcover
• Copyright: 2004-03-01
• Publisher: Springer Verlag

Summary

This book deals with adaptive evolvable systems operating in a changing environment. The proposed component approach for the design of evolvable systems, the mathematical theory of evolvable machines, and the idea of virtual reconfigurable circuits have opened a way towards a better understanding of evolvable systems and to the design of more adaptive, competitive and innovative engineering products. In particular, topics such as the computational power of evolvable systems, the design of complex human-competitive digital circuits and the implementation of a one-clock partial reconfiguration in a common field-programmable gate array are introduced, investigated and implemented. The application domain is adaptive image preprocessing.

Author Biography

Lukas Sekanina received MSc degree in Computer Science and Engineering and PhD degree in Information Technology from Brno University of Technology, Czech Republic, in 1999 and 2002 , respectively. He was a visiting lecturer with Pennsylvania State University, USA, and a visiting researcher with Department of Informatics, University of Oslo, Norway, in 2001. He is author or co-author of more than 20 refereed conference papers mainly on evolvable hardware and bio-inspired computing. He was awarded Siemens Awards 1999 and 2000 and The best paper award at IEEE Design and Diagnostics of Electronic Circuits and System workshop 2002. Currently he is an assistant professor with Faculty of Information Technology, Brno University of Technology. His research interests focus on theory, design and implementations of bio-inspired computational systems.

Table of Contents

Introduction

Reconfigurable Hardware

Evolutionary Algorithms

Evolvable Hardware

Towards Evolvable Components

Evolvable Computational Machines

An Evolvable Component for Image-Pre-processing

Virtual Reconfigurable Devices

Concluding Statements

References

Index

Table of Contents provided by Publisher. All Rights Reserved.