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» Genetic programming and evolutionary generalization
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CEC
2008
IEEE
15 years 1 months ago
Efficient evolution of ART neural networks
Abstract-- Genetic algorithms have been used to evolve several neural network architectures. In a previous effort, we introduced the evolution of three well known ART architects; F...
Assem Kaylani, Michael Georgiopoulos, Mansooreh Mo...
ENGL
2007
89views more  ENGL 2007»
14 years 11 months ago
Similarity-based Heterogeneous Neural Networks
This research introduces a general class of functions serving as generalized neuron models to be used in artificial neural networks. They are cast in the common framework of comp...
Lluís A. Belanche Muñoz, Julio Jose ...
GECCO
2009
Springer
135views Optimization» more  GECCO 2009»
15 years 6 months ago
Steady-state ALPS for real-valued problems
The objectives of this paper are to describe a steady-state version of the Age-Layered Population Structure (ALPS) Evolutionary Algorithm (EA) and to compare it against other GAs ...
Gregory S. Hornby
85
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RECOMB
2010
Springer
15 years 6 months ago
On the Genealogy of Asexual Diploids
Given molecular genetic data from diploid individuals that, at present, reproduce mostly or exclusively asexually without recombination, an important problem in evolutionary biolog...
Fumei Lam, Charles H. Langley, Yun S. Song
SASO
2008
IEEE
15 years 6 months ago
An Emergent System for Self-Aligning and Self-Organizing Shape Primitives
Motivated by the natural phenomenon of living cells selforganizing into specific shapes and structures, we present an emergent system that utilizes evolutionary computing methods...
Linge Bai, Manolya Eyiyurekli, David E. Breen