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» Comparing genetic robustness in generational vs. steady stat...
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GECCO
2009
Springer
254views Optimization» more  GECCO 2009»
13 years 12 months ago
Agglomerative genetic algorithm for clustering in social networks
Size and complexity of data repositories collaboratively created by Web users generate a need for new processing approaches. In this paper, we study the problem of detection of ļ¬...
Marek Lipczak, Evangelos E. Milios
GECCO
2007
Springer
171views Optimization» more  GECCO 2007»
13 years 11 months ago
Toward a better understanding of rule initialisation and deletion
A number of heuristics have been used in Learning Classiļ¬er Systems to initialise parameters of new rules, to adjust ļ¬tness of parent rules when they generate oļ¬€spring, and ...
Tim Kovacs, Larry Bull
GECCO
2005
Springer
134views Optimization» more  GECCO 2005»
13 years 10 months ago
Tracking extrema in dynamic environments using a coevolutionary agent-based model of genotype edition
Typical applications of evolutionary optimization in static environments involve the approximation of the extrema of functions. For dynamic environments, the interest is not to lo...
Chien-Feng Huang, Luis Mateus Rocha
SGAI
2007
Springer
13 years 11 months ago
Evolving a Dynamic Predictive Coding Mechanism for Novelty Detection
Novelty detection is a machine learning technique which identiļ¬es new or unknown information in large data sets. We present our current work on the construction of a new novelty...
Simon J. Haggett, Dominique F. Chu, Ian W. Marshal...
GECCO
2009
Springer
113views Optimization» more  GECCO 2009»
13 years 3 months ago
Single step evolution of robot controllers for sequential tasks
The generation of robot controllers for a task requiring a sequence of elementary behaviors is still a challenge. If these behaviors are known, intermediate steps can be given to ...
Stéphane Doncieux, Jean-Baptiste Mouret