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» Removing the Genetics from the Standard Genetic Algorithm
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ICARCV
2008
IEEE
200views Robotics» more  ICARCV 2008»
15 years 4 months ago
A robot behavior-learning experiment using Particle Swarm Optimization for training a neural-based animat
— We investigate the use of Particle Swarm Optimization (PSO), and compare with Genetic Algorithms (GA), for a particular robot behavior-learning task: the training of an animat ...
Fabien Moutarde
PPSN
1998
Springer
15 years 2 months ago
The Coevolution of Antibodies for Concept Learning
We present a novel approach to concept learning in which a coevolutionary genetic algorithm is applied to the construction of an immune system whose antibodies can discriminate bet...
Mitchell A. Potter, Kenneth A. De Jong
ATAL
2003
Springer
15 years 3 months ago
Designing Self-Assembly for 2-Dimensional Building Blocks
In this paper we present a genetic algorithm-based approach towards designing self-assembling objects comprised of square smart blocks. Each edge of each block can have one of thr...
Ying Guo, Geoff Poulton, Philip Valencia, Geoff Ja...
NN
2007
Springer
267views Neural Networks» more  NN 2007»
14 years 9 months ago
Modeling of gene regulatory networks with hybrid differential evolution and particle swarm optimization
In the last decade, recurrent neural networks (RNNs) have attracted more efforts in inferring genetic regulatory networks (GRNs), using time series gene expression data from micro...
Rui Xu, Ganesh K. Venayagamoorthy, Donald C. Wunsc...
EMSOFT
2005
Springer
15 years 3 months ago
A unified HW/SW interface model to remove discontinuities between HW and SW design
One major challenge in System-on-Chip (SoC) design is the definition and design of interfaces between hardware and software. Traditional ASIC designer and software designer model ...
Aimen Bouchhima, Xi Chen, Frédéric P...