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81
Voted
GECCO
2007
Springer
15 years 4 months ago
2007
Springer
One of the most controversial yet enduring hypotheses about what genetic algorithms (GAs) are good for concerns the idea that GAs process building-blocks. More specifically, it ha...
66
Voted
GECCO
2007
Springer
15 years 4 months ago
2007
Springer
This contribution is the first to discover exploitable structural features within circuit optimization problems (COP) and discuss how it is indicative of a general structure and ...
87
Voted
GECCO
2007
Springer
15 years 4 months ago
2007
Springer
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,...
110
Voted
GECCO
2007
Springer
15 years 4 months ago
2007
Springer
In this paper, we borrow the concept of reference direction approach from the multi-criterion decision-making literature and combine it with an EMO procedure to develop an algorit...
90
Voted
GECCO
2007
Springer
15 years 4 months ago
2007
Springer
I present MOSES (meta-optimizing semantic evolutionary search), a new probabilistic modeling (estimation of distribution) approach to program evolution. Distributions are not esti...