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INFOVIS
2002
IEEE
14 years 2 months ago
Case Study: Visualizing Sets of Evolutionary Trees
We describe a visualization tool which allows a biologist to explore a large set of hypothetical evolutionary trees. Interacting with such a dataset allows the biologist to identi...
Nina Amenta, Jeff Klingner
CEC
2009
IEEE
14 years 1 months ago
Memory-enhanced Evolutionary Robotics: The Echo State Network Approach
— Interested in Evolutionary Robotics, this paper focuses on the acquisition and exploitation of memory skills. The targeted task is a well-studied benchmark problem, the Tolman ...
Cédric Hartland, Nicolas Bredeche, Mich&egr...
PKDD
1999
Springer
103views Data Mining» more  PKDD 1999»
14 years 1 months ago
An Evolutionary Algorithm Using Multivariate Discretization for Decision Rule Induction
Abstract. We describe EDRL-MD, an evolutionary algorithm-based system, for learning decision rules from databases. The main novelty of our approach lies in dealing with continuous ...
Wojciech Kwedlo, Marek Kretowski
EVOW
2009
Springer
14 years 14 days ago
Testing Detector Parameterization Using Evolutionary Exploit Generation
Abstract. The testing of anomaly detectors is considered from the perspective of a Multi-objective Evolutionary Exploit Generator (EEG). Such a framework provides users of anomaly ...
Hilmi Günes Kayacik, A. Nur Zincir-Heywood, M...
ICANNGA
2007
Springer
134views Algorithms» more  ICANNGA 2007»
13 years 11 months ago
Optical Design with Epsilon-Dominated Multi-objective Evolutionary Algorithm
Significant improvement over a patented lens design is achieved using multi-objective evolutionary optimization. A comparison of the results obtained from NSGA2 and ε-MOEA is done...
Shaine Joseph, Hyung W. Kang, Uday K. Chakraborty