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GECCO
2007
Springer
158views Optimization» more  GECCO 2007»
14 years 22 days ago
A novel generative encoding for exploiting neural network sensor and output geometry
A significant problem for evolving artificial neural networks is that the physical arrangement of sensors and effectors is invisible to the evolutionary algorithm. For example,...
David B. D'Ambrosio, Kenneth O. Stanley
GECCO
2008
Springer
201views Optimization» more  GECCO 2008»
13 years 7 months ago
Advanced techniques for the creation and propagation of modules in cartesian genetic programming
The choice of an appropriate hardware representation model is key to successful evolution of digital circuits. One of the most popular models is cartesian genetic programming, whi...
Paul Kaufmann, Marco Platzner
CISIM
2008
IEEE
14 years 1 months ago
Evolution Induced Secondary Immunity: An Artificial Immune System Based Intrusion Detection System
The analogy between Immune Systems and Intrusion Detection Systems encourage the use of Artificial Immune Systems for anomaly detection in computer networks. This paper describes ...
Divyata Dal, Siby Abraham, Ajith Abraham, Sugata S...
ICES
2001
Springer
136views Hardware» more  ICES 2001»
13 years 11 months ago
Initial Studies of a New VLSI Field Programmable Transistor Array
A system for intrinsic hardware evolution of analog electronic circuits is presented. It consists of a VLSI chip featuring 16 × 16 programmable transistor cells, an FPGA based PCI...
Jörg Langeheine, Joachim Becker, Simon Fö...
NN
2000
Springer
137views Neural Networks» more  NN 2000»
13 years 6 months ago
Evolutionary robots with on-line self-organization and behavioral fitness
We address two issues in Evolutionary Robotics, namely the genetic encoding and the performance criterion, also known as fitness function. For the first aspect, we suggest to enco...
Dario Floreano, Joseba Urzelai