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GECCO
2006
Springer
158views Optimization» more  GECCO 2006»
15 years 9 months ago
Exploring network topology evolution through evolutionary computations
We present an evolutionary methodology that explores the evolution of network topology when a uniform growth of the network traffic is considered. The network redesign problem is ...
Sami J. Habib, Alice C. Parker
GECCO
2006
Springer
134views Optimization» more  GECCO 2006»
15 years 9 months ago
Incorporating directional information within a differential evolution algorithm for multi-objective optimization
The field of Differential Evolution (DE) has demonstrated important advantages in single objective optimization. To date, no previous research has explored how the unique characte...
Antony W. Iorio, Xiaodong Li
GECCO
2006
Springer
146views Optimization» more  GECCO 2006»
15 years 9 months ago
The dispersion metric and the CMA evolution strategy
An algorithm independent metric is introduced that measures the dispersion of a uniform random sample drawn from the top ranked percentiles of the search space. A low dispersion f...
Monte Lunacek, Darrell Whitley
GECCO
2000
Springer
120views Optimization» more  GECCO 2000»
15 years 9 months ago
A Note on Learning and Evolution in Neural Networks
Interactions between evolution and lifetime learning are of great interest to studies of adaptive behaviour both in the natural world and the field of evolutionary computation. Th...
Brian Carse, Johan Oreland
PPSN
2000
Springer
15 years 9 months ago
Interacting Trajectories in Design Space and Niche Space: A Philosopher Speculates About Evolution
Abstract. There are evolutionary trajectories in two different but related spaces, design space and niche space. Coevolution occurs in parallel trajectories in both spaces, with co...
Aaron Sloman