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» Selecting for evolvable representations
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134
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CEC
2007
IEEE
15 years 10 months ago
Graph design by graph grammar evolution
— Determining the optimal topology of a graph is pertinent to many domains, as graphs can be used to model a variety of systems. Evolutionary algorithms constitute a popular opti...
Martin H. Luerssen, David M. W. Powers
133
Voted
ATAL
2005
Springer
15 years 9 months ago
A logic of reasoning, communication and cooperation with syntactic knowledge
We present a general logic of explicit knowledge represented as finite sets of logical formulae which can evolve by nondeterministic reasoning and communication. It is partly bas...
Thomas Ågotnes, Michal Walicki
95
Voted
GECCO
2005
Springer
116views Optimization» more  GECCO 2005»
15 years 9 months ago
Measuring, enabling and comparing modularity, regularity and hierarchy in evolutionary design
For computer-automated design systems to scale to complex designs they must be able to produce designs that exhibit the characteristics of modularity, regularity and hierarchy –...
Gregory Hornby
189
Voted
GECCO
2005
Springer
162views Optimization» more  GECCO 2005»
15 years 9 months ago
Discovering biological motifs with genetic programming
Choosing the right representation for a problem is important. In this article we introduce a linear genetic programming approach for motif discovery in protein families, and we al...
Rolv Seehuus, Amund Tveit, Ole Edsberg
131
Voted
ICML
2007
IEEE
16 years 4 months ago
Recovering temporally rewiring networks: a model-based approach
A plausible representation of relational information among entities in dynamic systems such as a living cell or a social community is a stochastic network which is topologically r...
Fan Guo, Steve Hanneke, Wenjie Fu, Eric P. Xing