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© 2004

Evolvable Components

From Theory to Hardware Implementations

Book

Part of the Natural Computing Series book series (NCS)

Table of contents

  1. Front Matter
    Pages I-XVI
  2. Lukáš Sekanina
    Pages 1-8
  3. Lukáš Sekanina
    Pages 9-23
  4. Lukáš Sekanina
    Pages 25-39
  5. Lukáš Sekanina
    Pages 42-66
  6. Lukáš Sekanina
    Pages 67-78
  7. Lukáš Sekanina
    Pages 79-103
  8. Lukáš Sekanina
    Pages 105-151
  9. Lukáš Sekanina
    Pages 153-168
  10. Lukáš Sekanina
    Pages 169-173
  11. Back Matter
    Pages 175-195

About this book

Introduction

At the beginning of the 1990s research started in how to combine soft comput­ ing with reconfigurable hardware in a quite unique way. One of the methods that was developed has been called evolvable hardware. Thanks to evolution­ ary algorithms researchers have started to evolve electronic circuits routinely. A number of interesting circuits - with features unreachable by means of con­ ventional techniques - have been developed. Evolvable hardware is quite pop­ ular right now; more than fifty research groups are spread out over the world. Evolvable hardware has become a part of the curriculum at some universi­ ties. Evolvable hardware is being commercialized and there are specialized conferences devoted to evolvable hardware. On the other hand, surprisingly, we can feel the lack of a theoretical background and consistent design methodology in the area. Furthermore, it is quite difficult to implement really innovative and practically successful evolvable systems using contemporary digital reconfigurable technology.

Keywords

Computational Intelligence Evolvable Hardware Evolvable Machine Hardware Design algorithm algorithms architecture automata configuration evolutionary algorithm genetic programming optimization programming

Authors and affiliations

  1. 1.Faculty of Information TechnologyUniversity of TechnologyBrnoCzech Republic

About the authors

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.

Bibliographic information

Industry Sectors
Electronics
IT & Software
Telecommunications
Engineering
Energy, Utilities & Environment
Aerospace

Reviews

From the reviews:

"This monograph gathers in one volume methods for evolvable hardware design with underlying and supporting fields and theories like soft computing, evolutionary biology and generalizations of computational machines. … The book may serve very well as handbook for courses on evolvable systems." (Antoni Michalski, Zentralblatt MATH, Vol. 1056, 2005)