57
Views
5
CrossRef citations to date
0
Altmetric
Original Articles

Searching neural network structures with L systems and genetic algorithms

, , , &
Pages 55-75 | Received 15 Sep 1998, Published online: 19 Mar 2007

References

  • Böck , Thomas . August 1997 . “ Evolutionary Algorithms:Principles and Algorithms ” . In SNAC-School on Natural Computation, Working Material , Vol. 6 , August , Turku Centre for Computer Science . TUCS General Publication
  • Belew , Richard K . 1993 . “ Interposing an ontogenic model between genetic algorithms and neural networks ” . In Advances in Neural Information Processing Systems , Edited by: Hanson , Stephen J , Cowan , Jack D and Lee Giles , C . Vol. 5 , 99 – 106 . San Mateo, CA : Morgan Kaufmann .
  • Egbert , J.W. “ Boers and Herman Kuiper, Biological metaphors and the design of modular artificial neural networks ” . In Master's Thesis , The Netherlands : Leiden University .
  • Cangelosi , A. , Parisi , D. and Nolfi , S. 1994 . Cell division and migration in a ‘genotype’ for neural network . Network , 5 : 497 – 515 .
  • Dellaert , Frank and Beer , Randall D . . Toward an evolvable model of development for autonomous agent synthesis . Proc. Artificial Life IV Conference . pp. 246 – 257 . The MIT Press .
  • galib software available in http:// lancetmit.edu/ga/
  • Gruau , Frederic . 1994 . “ Neural Network Synthesis Using Cellular Encoding and the Genetic Algorithm ” . In Ph. D. Thesis , France : Ecole Normale Supérieure de Lyon .
  • Haykin , Simon . 1994 . “ Neural Networks ” . In A Comprehensive Foundation , Macmillan College Publishing .
  • Herman , Gabor T. and Rozenberg , Grzegorz . 1975 . Developmental Systems and Languages , North-Holland .
  • Hertz , John , Krogh , Anders and Palmer , Richard G . March 1992 . “ Santa Fe Institute Studies in the Sciences of Complexity ” . In Introduction to the theory of neural computation , March , Addison-Wesley . Lecture Notes Volume I
  • Kandel , Eric R. , Schwartz , James H and Jessell , Thomas M. , eds. 1991 . Principles of Neural Science , Elsevier .
  • Kitano , Hiroaki . 1990 . Designing neural networks using genetic algorithms with graph generation system . Complex Systems , 4 : 461 – 476 .
  • Kodjabachian , Jérôme and Meyer , Jean-Arcady . 1996 . Evolution and development of control architectures in animats . Robotics and Autonomous Systems , 16 : 161
  • Lindenmayer , Aristid . 1968 . Mathematical models for cellular interactions in development . Journal of Theoretical Biology , 18 : 280 – 315 . Parts I and II
  • Lucas , S.M. . Evolving neural based learning behaviours with set-based chromosomes . Proc. of European Symposium on Artificial Neural Networks . Vol. 96 , pp. 291 – 296 . ESANN .
  • Mcculloch , Warren S. and Pitts , Walter . 1943 . A logical calculus of the ideas immanent in nervous activity . Bulletin of Mathematical Biophysics , 5 : 115 – 133 .
  • Michalewicz , Zbigniew . 1992 . Genetic Algorithms + Data Structures = Evolution Programs , Springer-Verlag .
  • Minsky , Marvin . 1967 . Computation:Finite and Infinite Machines , Prentice Hall .
  • Mitchel , Melaniel . 1996 . An Introduction to Genetic Algorithms , The MIT Press .
  • pvm software available in www. epm.ornl.gov/ pvm/ pvm home.html
  • Rozenberg , Grzegorz and Salomaa , Arto . 1980 . The Mathematical Theory of L Systems , Academic Press .
  • Segev , Idan . 1992 . Single neurone models:oversimple, complex and reduced . TINS , 15 ( 11 ) : 414 – 421 .
  • Vaario , Jari . 1993 . “ Emergent Modeling Method for Artificial Neural Networks ” . In Ph.D. Thesis , University of Tokyo . Ph.D. Thesis

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.