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EUROGP
2004
Springer
15 years 6 months ago
On the Evolution of Evolutionary Algorithms
In this paper we discuss the evolution of several components of a traditional Evolutionary Algorithm, such as genotype to phenotype mappings and genetic operators, presenting a for...
Jorge Tavares, Penousal Machado, Amílcar Ca...
137
Voted
ICTAI
2005
IEEE
15 years 8 months ago
Determining the Optimal Number of Clusters Using a New Evolutionary Algorithm
Estimating the optimal number of clusters for a dataset is one of the most essential issues in cluster analysis. An improper pre-selection for the number of clusters might easily ...
Wei Lu, Issa Traoré
104
Voted
ECAL
2003
Springer
15 years 8 months ago
Visualizing Evolutionary Dynamics of Self-Replicators Using Graph-Based Genealogy
We present a general method for evaluating and visualizing evolutionary dynamics of self-replicators using a graph-based representation for genealogy. Through a transformation from...
Chris Salzberg, Antony Antony, Hiroki Sayama
107
Voted
EMO
2001
Springer
132views Optimization» more  EMO 2001»
15 years 7 months ago
Multi-objective Evolutionary Design of Fuzzy Autopilot Controller
Abstract. A multi-objective evolutionary algorithm is used to determine the membership function distribution within the outer loop control system of a non-linear missile autopilot ...
Anna L. Blumel, Evan J. Hughes, Brian A. White
129
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ECAL
2007
Springer
15 years 6 months ago
Artificial Ecosystem Selection for Evolutionary Optimisation
Abstract. Artificial selection of microbial ecosystems for their collective function has been shown to be effective in laboratory experiments. In previous work, we used evolutionar...
Hywel T. P. Williams, Timothy M. Lenton