Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Conferences, Workshops, Symposiums, and Seminars
  4. Evolution of Analog Networks using Local String Alignment on Highly Reorganizable Genomes
 
conference paper

Evolution of Analog Networks using Local String Alignment on Highly Reorganizable Genomes

Mattiussi, Claudio  
•
Floreano, Dario  
2004
Proceedings of the NASA/DoD Conference on Evolvable Hardware (EH'2004)
NASA/DoD Conference on Evolvable Hardware (EH'2004)

We introduce and apply a genetic representation for analog electronic circuits based on the association of character strings extracted from the genome with the ter-minals and parameters of components, and the use of local string alignment to generate the connection between components. The representation produces a variable ge-nome length structure that tolerates the execution of ma-jor genome reorganization operators such as duplication and transposition, along with less disruptive ones such as character insertion, deletion and substitution. The repre-sentation can be applied also to other analog networks such as artificial neural networks, control systems, and biological genetic regulatory networks.

  • Files
  • Details
  • Metrics
Type
conference paper
Web of Science ID

WOS:000222965600004

Author(s)
Mattiussi, Claudio  
Floreano, Dario  
Date Issued

2004

Published in
Proceedings of the NASA/DoD Conference on Evolvable Hardware (EH'2004)
Start page

30

End page

37

Subjects

AGE

•

Analog Genetic Encoding

•

Neuroevolution

•

Neuromodulation

•

Evolution of Analog Electronic Circuits

•

Reinforcement Learning

•

Implicit Encoding

•

Implicit Genetic Encoding

•

Evolutionary Robotics

Note

Zebulum, R.S. et al. (eds)

URL

URL

http://ehw.jpl.nasa.gov/events/nasaeh04/
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LIS  
Event nameEvent placeEvent date
NASA/DoD Conference on Evolvable Hardware (EH'2004)

Seattle

24-26 June

Available on Infoscience
January 12, 2006
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/221618
Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés